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Digitalisation research publications

Shell is built on 125 years of technological innovation. Our grasp of computational technology helped us to lead the way in technological developments in exploration in the 1960s, 70s and 80s. This expertise in mathematics and computing is what gives us such a strong advantage today in developing and adopting digital technology.

Artificial Intelligence

2024


Carlos Ros Perez, Ankit Tyagi, Abhineet Gupta, Jasper Kreeft, Christian Michler, 10th International Conference on Mechatronics and Robotics Engineering (ICMRE) (2024)


Stylianos Poulakakis-Daktylidis, Hadi Jamali-Rad, International Conference on Learning Representations (ICLR), Spotlight. (2024)


Faruk O. Alpak, M. Jammoul, Mary F. Wheeler, K. Onyeagoro, Journal of Computational Geosciences (2024)


Anirban Chandra, Marius Koch, Suraj Pawar, Aniruddha Panda, Kamyar Azizzadenesheli, Jeroen Snippe, Faruk O. Alpak, Farah Hariri, Clement Etienam, Pandu Devarakota, Anima Anandkumar, Detlef Hohl, ICML 2024 AI for Science Workshop (2024)


T, Lertliangchai, B. Dindoruk, L. Lu, X. Yang, U. Sinha, Fuels (2024)

2023


S. Sue, Z Dong, J. Chen, L. Lu, M. Sidahmed, I. Folmar, Y. Mathur,, Third EAGE Digitalization Conference and Exhibition (2023)


S. Zhang, L. Lu, H. Yang, K. Tsai, M. Sidahmed, SPE Âé¶¹´«Ã½ Technical Conference and Exhibition, Oct. 2022 (2023)


Engin Alkan, Yihua Cai, Pandu Devarakota, Apurva Gala, John Kimbro, Dean Knott, Gislain Madiba, Jeff Moore, SEG Technical Program Expanded Abstracts : 1684-1688, 2022 (2023)


Arnab Dhara, Haron Abdel-Raziq, Denis Kiyashchenko, Asiya Kudarova, Janaki Vamaraju, Albena Mateeva, Pandu Devarakota, Kanglin Wang, Jorge Lopez, , SEG Technical Program Expanded Abstracts : 1664-1668, 2022 (2023)


Huihui Yang, Andrew Tallin, Ligang Lu, Xiaohiu Xiao, Lisa Valteau, Jia Wei, Jay Chen, Paper presented at the SPE Âé¶¹´«Ã½ Technical Conference and Exhibition, Houston, Texas, USA, October 2022 (2023)


Anuj Singh, Hadi Jamali-Rad, Transactions on Machine Learning Research (TMLR), 2023. (2023)


Myung Seok Shim, Christopher Thiele, Jeremy Vila, Nishank Saxena Detlef Hohl, Data-Centric Engineering, 4, E21 (2023)


Faruk O. Alpak, Janaki Vamaraju, James W. Jennings, Suraj Pawar, Pandu Devarakota, Detlef Hohl, SPE Journal 2023 (2023)


Raymond Wang, Yinsen Miao, Alexander Wong, Nikita Granger, Christian Michler, ACM conference, KDD Workshop on Machine Learning in Finance 2023 (2023)


Raymond Wang, Vignesh Raja Swaminathan, Nikita Granger, Carlos Ros Perez, Christian Michler, ACM conference, KDD Workshop on Machine Learning in Finance 2023 (2023)


Luiz F. G. dos Santos, Tianxia Zhao, Fu Xiao, Iosif Pappas, C. Doga Demirhan, Christian Michler, Meng Ling, Hao Gao, 2023 IEEE Green Energy and Smart Systems Conference (IGESSC 2023) (2023)


Ankit Tyagi, Abhineet Gupta, 84th EAGE Âé¶¹´«Ã½ Conference & Exhibition, Vienna, Austria (2023)


Ojas Shirekar, Anuj Singh, Hadi Jamali-Rad, IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2023 (Finalist for the Best Paper Award ~top 1%) (2023)


Sieger Falkena, Hadi Jamali-Rad, Jan van Gemert, IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2023 (2023)

2022


T. Lertliangchai, B. Dindoruk, L. Lu; X. Yang, Journal of Natural Gas Science and Engineering (2022)


H. Yang, L. Lu, K. Tsai, M. Sidahmed, International Petroleum Technology Conference, Oct. 2022. (2022)


Z Dong, J. Chen, L. Lu, M. Sidahmed, I. Folmar, P. Seth, M.D. Sarfare, I. Akil, Published at ADIPEC, Oct. 2022. (2022)


H. Yang, A. Tallin, L. Lu, X. Xiao, L. Valteau, Published at SPE ATCE, Oct. 2022. (2022)


S. Zhang, L. Lu, H. Yang, K. Tsai, M. Sidahmed, International Petroleum Technology Conference (2022)


Ojas Shirekar, Anuj Singh, Hadi Jamali-Rad, accepted to appear in WACV 2023 (2022)


Sieger Falkena, Hadi Jamali-Rad, Jan van Gemert, accepted to appear in WACV 2023 (2022)


Engin Alkan, Yihua Cai, Pandu Devarakota, Apurva Gala, John Kimbro, Dean Knott, Gislain Madiba, Jeff Moore, SEG Technical Program Expanded Abstracts : 1684-1688, 2022 (2022)


Arnab Dhara, Haron Abdel-Raziq, Denis Kiyashchenko, Asiya Kudarova, Janaki Vamaraju, Albena Mateeva, Pandu Devarakota, Kanglin Wang, Jorge Lopez, SEG Technical Program Expanded Abstracts : 1664-1668, 2022 (2022)


Pandu Devarakota, Apurva Gala, Zhenggang Li, Engin Alkan, Yihua Cai, John Kimbro, Dean Knott, Jeff Moore, Gislain Madiba, SEG Technical Program Expanded Abstracts : 2989-2993, 2022 (2022)


Sagar Singh, Yu Zhang, David Thanoon, Pandu Devarakota, Long Jin, Ilya Tsvankin, SEG Technical Program Expanded Abstracts : 1735-1739, 2022 (2022)


Huihui Yang, Andrew Tallin, Ligang Lu, Xiaohiu Xiao, Lisa Valteau, Jia Wei, Jay Chen, Paper presented at the SPE Âé¶¹´«Ã½ Technical Conference and Exhibition, Houston, Texas, USA, October 2022 (2022)


Jay Chen, Changqing Yao, Pandu Devarakota, Mohamed Sidahmed, Zexuan Dong, Sai Kanuparthi, Jia Wei, SPE ADIPEC October 2022 (2022)


Ojas Shirekar, Hadi Jamali-Rad, IEEE International Conference on Image Processing (ICIP), 2022, pp. 976-980 (2022)


Hadi Jamali-Rad, Mohammad Abdizadeh, Anuj Singh, IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 (2022)


Z Dong, J. Chen, L. Lu, M. Sidahmed, I. Folmar, P. Seth, M.D. Sarfare, I. Akil, SPE-210824-MS October ADIPEC2022 (2022)


Pandu Devarakota, Apurva Gala, Zhenggang Li, Engin Alkan, Yihua Cai, John Kimbro, Dean Knott, Jeff Moore, and Gislain Madiba, SEG Workshop on Application of ML and AI in Geophysics, 2022 (2022)


S. Zhang, L. Lu (Y), H. Yang (Y), K. Tsai, M. Sidahmed (Y), SPE-210061-MS accepted by SPE ATCE 2022; (2022)

2021


Siva Chamarti, José M. González-Martínez, Dennis Vallinga, Gabrielle Davelaar, Alvin Clark, Microsoft Ignite Conference, November 2021. (oral presentations in international conferences) (2021)


T. Lertliangchai, B. Dindoruk, L. Lu, X. Yang, SPE ATCE, Oct. 2021 (2021)


P. Zhou, L. Lu, H. Sang, B. Dindoruk, SPE ACTE, Oct. 2021 (2021)


Jay Chen, Ligang Lu, Mohamed Sidahmed, Taixu Bai, Ilyana Folmar, Puneet Seth, Manoj Sarfare, Duane Mikulencak, Ihab Akil , NeurIPS 2021 Workshop on Tackling Climate Change with Machine Learning, 2021 (2021)


Sergio Botelho, Vishal Das, Pandu Devarakota, Vinay Rao, Santi Adavani, Rice Oil and Gas High Performance Computing Conference, March 2021 (2021)


Chayawan Jaikla, Engin Alkan, Christian Sutton, Yihua Cai, Siva Mannava, Apurva Gala, Pandu Devarakota, Dean Knott, Leon Chernis, Haroon Badat, Gislain Madiba, David Segonds, Detlef Hohl, First EAGE Workshop on Optimizing Project Turnaround Performance, 23-24 February, 2021 (2021)


Jingbo Liu, Pandu Devarakota, Christian Sutton; Shuzhen Ye, Paul Webster, SEG AAPG (IMAGE) 2021 (2021)


David Thanoon, Janaki Vamaraju, Huihui Yang, Katy Wei, Antoine Vial Aussavy, and Jie Chen, SEG AAPG (IMAGE) 2021 (2021)


Boran Han, Jeremy Vila, Proceedings of the IEEE/CVF International Conference on Computer Vision, 2021 (2021)


H. Jamali-Rad and A. Szabó, Computer Vision and Image Understanding (CVIU), Elsevier, 2021 (2021)

2020


Kuochen Tsai, Huihui Yang and Ligang Lu, 2020 AIChE annual meeting, No. 67a (2020)


Huihui Yang, Ligang Lu and Kuochen Tsai, SPE annual technical conference and exhibition, Paper No. SPE-201275-MS. Oct 19, 2020 (2020)


J Chen, C Schiek-Stewart, L Lu, S Witte, K Eres Guardia, F Menapace, P Devarakota, M Sidahmed, SPE Âé¶¹´«Ã½ Technical Conference and Exhibition, Houston, October 2020 (2020)


Chayawan Jaikla, Pandu Devarakota, Engin Alkan, Christian Sutton, RICE Ken Kenndy Institute Data Science Conference, October, 2020 (2020)


X. Yang, B. Dindoruk, L. Lu, Journal of Petroleum Science and Engineering, Vol 185, Feb. 2020 (2020)

2019


J. Guevara, B. Zadrozny, A. Buoro, L. Lu, J. Tolle, J. Limbeck, D. Hohl, PE Reservoir Evaluation & Engineering: Reservoir Engineering, Vol. 22. Issue 04, (2019)

Computational Science

2024


Steffen Berg, Harm Dijk, Evren Unsal, Ronny Hofmann, Bochao Zhao, Vishal Raju Ahuja, Computers and Geotechnics Volume 168, April 2024, 106091 (2024)


Elmer B. Ledesma, Meghana Idamakanti, Prof. Dr. Praveen Bollini, Prof. Dr. Michael P. Harold, Dr. Ram R. Ratnakar, ChemCatChem, The European Society Journal for Catalysis (2024)


Meghana Idamakanti, Elmer B. Ledesma, Ram R. Ratanakar, Michael P.Harold, Vemuri Balakotaiah, Praveen Bollini, Published as part of ACS Engineering Au virtual special issue “Sustainable Energy and Decarbonizationâ€. (2024)


Ram R.Ratanakar, Vemuri Balakotaiah, International Journal of Hydrogen Energy Volume 49, Part A, 2 January 2024, Pages 916-926 (2024)


Paul Gasper, Nathaniel Sunderlin, Nathan Dunlap, Patrick Walker, Donal P.Finegan, Kandler Smith, Foram Thakkar, Journal of Power Sources Volume 604, 1 June 2024, 234494 (2024)


Asma Marzouk , Konstantinos D. Papavasileiou, Loukas D. Peristeras, Leendert Bezemer, Alexander P. van Bavel, Prathamesh M. Shenai and Ioannis G. Economou, Journal of Computational Chemistry (2024)


Wenmiao Chen, Palani Elumalai, Hind Mamlouk, Angel Renteria-Gomez, Yemapally Veeranna, Sharan Shetty, Dharmesh Kumar, Mamoun Al-Rawashdeh, Somil S Gupta, Osvaldo Gutierrez, Hong-Chai Zhou, Sherzod Madrahimov, Advanced Science (2024)


Tamaghna Chakraborti, Riya Sharma, Anand Narayan Krishnamoorthy, Harshal Chaudhari, Kuldeep Mamtani, Jayant K. Singh, Journal of Membrane Science (2024)


A Soni, P Audhkhasi, R Plessix, L Fu, C Scotellaro, J Guha, F Ernst, G Kumar, S Gerritsen, EAGE conference (2024)


Adriano Gomes Dos Santos, Daniel Rocha, Mandy Wong, Colin Perkins, Vanessa Goh, Rene Eduard Plessix, IMAGE (2024)


Shauvik De, Alexander P. van Bavel, René Bos, ISCRE 28 (2024)


Rihab Abdul Razak, Arvind Ravi, Resmi Suresh, Koen De Leeuw, Jose M. Gonzalez Martinez, 34th European Symposium on Computer Aided Process Engineering / 15th International Symposium on Process Systems Engineering, Computer-Aided Chemical Engineering, Volume 53: Computer-aided Chemical Engineering, 53:3151-3156 (2024)


Varun Punnathanam, Raunak Bardia, Shirish Potu, Nicole Elliott, Jose M. Gonzalez Martinez, 34th European Symposium on Computer Aided Process Engineering / 15th International Symposium on Process Systems Engineering, Computer-Aided Chemical Engineering, 53: 2617-2622 (2024)


S. S. Gupta, S. Rai, R. R. Ratnakar, SPE J. 1–11. (2024)


Ram R. Ratnakar, Birol Dindoruk, Silviu Livescu, Sandarbh Gautam , Geoenergy Science and Engineering Volume 243, December 2024, 213321 (2024)


R. R. Ratnakar , Chemical Engineering Science Volume 299, 5 November 2024, 120439 (2024)


Cynthia Oeiyono, Ram R Ratnakar, Kishore Mohanty, SPE J. 29 (10): 5702–5716. Paper Number: SPE-223085-PA (2024)


Ram R. Ratnakar, Vemuri Balakotaiah , Chemical Engineering Science Volume 295, 5 August 2024, 120130 (2024)


S. S. Gupta, R. Puthenkalathil, R. R. Ratnakar, Paper presented at the SPE Âé¶¹´«Ã½ Technical Conference and Exhibition, New Orleans, Louisiana, USA, September 2024. Paper Number: SPE-220926-MS (2024)


R. R. Ratnakar, V. Chaubey, S. S. Gupta, J. Hackbarth, Z. Rui, B. Dindoruk, Paper presented at the SPE Âé¶¹´«Ã½ Technical Conference and Exhibition, New Orleans, Louisiana, USA, September 2024. Paper Number: SPE-220752-MS (2024)


R. R. Ratnakar, S. S. Gupta, J. Hackbarth, S. Livescu, B. Dindoruk, Paper presented at the SPE Âé¶¹´«Ã½ Technical Conference and Exhibition, New Orleans, Louisiana, USA, September 2024. Paper Number: SPE-220844-MS (2024)


R. R. Ratnakar, J. Hackbarth, B. Bhaskar, B. Dindoruk, Paper presented at the SPE Âé¶¹´«Ã½ Technical Conference and Exhibition, New Orleans, Louisiana, USA, September 2024. Paper Number: SPE-221075-MS (2024)


C. V. Oeiyono, R. Ratnakar, K. K. Mohanty, Paper presented at the SPE Âé¶¹´«Ã½ Technical Conference and Exhibition, New Orleans, Louisiana, USA, September 2024. Paper Number: SPE-220246-MS (2024)


R. R. Ratnakar, V. Chaubey, S. Gupta, Z. Rui, B. Dindoruk, Paper presented at the SPE Energy Transition Symposium, Houston, Texas, USA, August 2024. Paper Number: SPE-221409-MS (2024)


R. R. Ratnakar, Paper presented at the SPE Energy Transition Symposium, Houston, Texas, USA, August 2024. Paper Number: SPE-221413-MS (2024)


Sherry Oyagha, Ram R. Ratnakar, B. Dindoruk, Paper presented at the SPE Energy Transition Symposium, Houston, Texas, USA, August 2024. Paper Number: SPE-221402-MS (2024)

2023


S. Varghese, A. Ravi, R. A. Razak, S. Nanda, J.M. Gonzalez -Martinez, Oral Presentation at 2023 Indo-German Conference on Computational Mathematics on March 27, Bangalore, India. (2023)


Balakotaiah, V. and Ratnakar, R, International Journal of Hydrogen Energy. 2023 Mar 08; 48(21), 7770-93 (2023)


Ratnakar RR, Tu M, Balakotaiah V, Chemical Engineering Science. 2023 Mar 15;268:118233. (2023)


Balakotaiah, V. and Ratnakar, R, Walter de Gruyter, De Gruyter Textbook series (2023)


M. Sliem, N. Laycock, A. Hefny, P. Shenai, A. M. Abdullah, S. Pedrazzini, M.P. Ryan, CORROSION: The Journal of Science & Engineering (2023)


Paul Gasper, Aron Saxon, Ying Shi, Elizabeth Endler, Kandler Smith, Foram M. Thakkar, Journal of Energy Storage (2023)


Soumya Sanyal, Arun Kumar Sagotra, Narendra Kumar, Sharad Rathi, MohanaKrishna, Nagesh Somayajula, Duraivelan Palanisamy, Ram R. Ratnakar, Suchismita Sanyal, Partha Talukdar, Umesh Waghmare, Janakiraman Balachandran, arXiv (2023)

2022


Subhadeep Dasgupta , Rajasekaran M, Projesh K. Roy , Foram M. Thakkar, Amar Deep Pathak , K. Ganapathy Ayappa , Prabal K. Maiti , Journal of Membrane Science 664 (2022): 121044 (2022)


Balakotaiah V, Sun Z, Ratnakar R, Reviews in Chemical Engineering. 2022 Oct 26;38(7):737-68 (2022)


Dasgupta, S., Rajasekaran, M., Roy, P. K., Thakkar, F. M., Pathak, A. D., Ayappa, K. G., & Maiti, P. K, Journal of Membrane Science, 121044, 2022. (2022)


Rohan Patel, Ravi Kumar Reddy Addula, Majeed Shaik, Sudeep Punnathanam. J. , The Journal of Chemical Physics, Oct, 2022 (2022)


Magzymov, D., Ratnakar, R.R., Dindoruk, B. and Johns, R.T, Journal of Petroleum Science and Engineering, p.111056. (2022)


Shauvik De, Stefen Berg, Science Talks, Aug 2022. (2022)


Eseosa M. Ekanem, Stefen Berg, Shauvik De, Ali Fadili, Paul Luckham, Transport in Porous Media, mAY 2022 (2022)


Vishal R. Ahuja, Utkarsh Gupta, Shivani R. Rapole, Nishank Saxena, Ronny Hofmann, Ruarri J. Day-Stirrat, Jaya Prakash, Phaneendra K. Yalavarthy,, IEEE Transactions on Image Processing, May 2022. (2022)


Shantanu Maheshwari, Sharankumar Shetty, Ram Ratnakar and Suchismita Sanyal, Journal of Indian Institute of Science, 2022. (2022)


Manish Kumar, Manzoor Ahmad Dar, Ankita Katiyar, Ravi Agrawal, Prathamesh M. Shenai and Varadharajan Srinivasan, Chem. Phys., 2022, Advance Article. (2022)


Abitha Ramesh, Nicholas Laycock, Prathamesh Shenai, Andrew Barnes, Helmar Van Santen, Aarthi Thyagarajan, Aboubakr M. Abdullah, Mary Ryan, CORROSION (2022). (2022)


Ratnakar, R., Dindoruk, B., Livescu, S. and Gautam, S, In SPE Improved Oil Recovery Conference. SPE-209362-MS. (2022)


Ratnakar, R., Gupta, S.S., Stockinger, G., Hamer, W. and Dindoruk, B, Fluid Phase Equilibria, 554, p.113305 (2022)


Meghna A. Manae, Lakshay Dheer, Sandhya Rai, Sharan Shetty, Umesh V. Waghmare, Chem. Phys.,2022. 24, p1415 (2022)


Ratnakar, R. , Dindoruk B, Processes. 2022 Jun 15;10(6):1194. (2022)


Balakotaiah V, Ratnakar R, AIChE Journal. 2022 Feb;68(2):e17542 (2022)


Eseosa Ekanem, Steffen Berg, Shauvik De, Ali Fadili, Paul Luckham, Transport in Porous Media: Published: 16 May 2022 (2022)


Saif R. Kazia, Lorenz T. Bieglera, Rahul Gandhi, Computer Aided Chemical Engineering (2022)

2021


Nicholas Laycock, Aarthi Thyagarajan, Wouter Hamer, Joy Phophichitra, Valliappan Valliappan, Abitha Ramesh, Prathamesh Shenai, MDPI 1st Corrosion and Materials Degradation Web Conference session Mechanism and Predictive/Deterministic Aspects of Corrosion (2021)


José M. González-Martínez, 2021 AIChE Âé¶¹´«Ã½ Meeting, Boston (US), November 2021 (2021)


EM Ekanem, S Berg, S De, A Fadili, T Bultreys, M Rücker, J Southwick, Physical Review E 101 (4), 042605, 2021 (2021)


S. S Gupta, P. M. Shenai, J. Meeuwissen, G. L. Bezemer and S. Shetty, Phys. Chem. C 2021, 125, 39, 21390–21401 (2021)


Gopal K Dixit, Manish Kumar, Ankita Katiyar, Antonius PJ Jansen, Alexander P van Bavel, Ravi Agrawal, Prathamesh M Shenai, Varadharajan Srinivasan, Catalysis Science & Technology 2021,11, 7398-7411 (2021)


Ram R. Ratnakar, Birol Dindoruk., Journal of Petroleum Science and Engineering (2021), 201: 108462 (2021)


Birol Dindoruk, Ram R. Ratnakar, Sanyal Suchismita., SPE J. (2021), SPE-201341-PA (2021)


Lei, T., Mao, J., Liu, X., Pathak, A.D., Shetty, S., van Bavel, A.P., Xie, L., Gao, R., Ren, P., Luo, D. and Liu, Q, The Journal of Physical Chemistry C, 125(13), pp.7166-7177 (2021)


N. Laycock, A. Barnes, H. Van Santen, R. Reimesch, P. Shenai, A. Thyagarajan, W. Hamer, A. M. Abdullah and M.P. Ryan, International Conference on Sustainable Energy-Water Nexus in Desert Climate 2021 (2021)


Singh, A., Metri, V., Periyasamy, V, High Performance Computing & Software for Exploration and Reservoir Development 2021 (2021)


Eseosa Ekanem, Steffen Berg, Shauvik De, Ali Fadili, Paul Luckham, (Proceedings of the National Academy of Sciences) – 2021 (2021)


Heijmansa, K. , Nab, S. , Pathak, A.D, Nedea, S. and Smeulders, D, (2021)


Ram R. Ratnakar, Nikunj Gupta, Kun Zhang, Casimir van Doorne, James Fesmire, Birol Dindoruk, Vemuri Balakotaiah, International Journal of Hydrogen Energy (2021) (2021)


Ram Ratnakar, Somil Gupta, Georg Stockinger, Wouter Hamer, Birol Dindoruk, Fluid Phase Equilibria (2021 (2021)


Vemuri Balakotaiah, Ram Ratnakar, AIChE J. (2021) (2021)

2020


Shauvik De, Steffen Berg , Journal of non-Newtonian fluid mechanics (2020)


Birol Dindoruk, Ram R. Ratnakar, Sanyal Suchismita, SPE-201341-MS (2020 (2020)


Konstantinos D Papavasileiou, Loukas D Peristeras, Jiaqi Chen, Gerard P van der Laan, Indranil Rudra, Ahmad Kalantar, Ioannis G Economou, Fluid Phase Equilibria, 526, 112816 (2020). (2020)


S Bonakala, AD Pathak, A Deyko, CG Christova, Indranil Rudra, G Verbist, ACS Applied Materials & Interfaces, 12, 15, 18101-18109 (2020) (2020)


IC Lekshmi, I Rudra, R Pillai, C Sarika, MS Shivakumar, C Shivakumara, SB Konwar, B Narasimhamurthy, Journal of Electroanalytical Chemistry, 867, 114190 (2020) (2020)


LA Vandewalle, S De, KM Van Geem, GB Marin, R Bos, Industrial & Engineering Chemistry Research 59 (24), 11157-11169, 2020 (2020)


Birol Dindoruk, Ram R. Ratnakar, Jiajun He, Journal of Natural Gas Science and Engineering (2020), 83: 103541 (2020)


Baburaj, A., Puthirath, A.B., Jain, A., Palanisamy, D., Salpekar, D., Balachandran, J., Kabbani, M.A., Hernandez, F.R., Hughes, G., Babu, G. and Ajayan, P.M, 2020. 2D Materials, 7(4), p.045025 (2020)


Roy, P.K., Kumar, K., Thakkar, F.M., Pathak, A.D., Ayappa, K.G. and Maiti, P.K, Journal of Membrane Science, 613, p.118377 (2020)


Luo, D., Liu, X., Gao, R., Pathak, A.D., Shetty, S., van Bavel, A.P., Yang, Y., Li, Y.W. and Wen, X.D., The Journal of Physical Chemistry C, 124(34), pp.18576-18586. (2020)


Pathak, A.D., Heijmans, K., Nedea, S., van Duin, A.C., Zondag, H., Rindt, C. and Smeulders, D, International Journal of Heat and Mass Transfer, 149, p.119090 (2020)

2019


M Veit, SK Jain, S Bonakala, Indranil Rudra, D Hohl, G Csányi, Journal of chemical theory and computation 15 (4), 2574-2586 (2019) (2019)

2018


González-Martinez, J.M., Camacho, J., Ferrer, A.J, Chemometrics and Intelligent Laboratory Systems, 2018 (2018)

Data Science & Statistics

2024


Mariana C. A. Clare, Simon C. Warder , Robert Neal , B. Bhaskaran4, and Matthew D. Piggott, Journal of Advances in Modelling Earth Systems (2024)


Nick Laycock, Shivadhanush BR, Samie Farid, Geeta Motwani, Panchami Prasannakumar, Jarno Hartog, , AMPP 2024 conference proceeding at New Orleans, USA (2024)


Ross Towe, Emma Ross, David Randell, Philip Jonathan, Environmental Modelling & Software (2024)


Marnie I. Low, Adrian W. Bowman, Wayne Jones, Matthijs Bonte, Environmetrics (2024)


Farhad Bazargani, Debanjan Datta, Anu Chandran, Rakesh Manjappa, Fabian Ernst, Mark J. Huiskes, Rene Eduard Plessix, IMAGE (2024)


Andrew P. J. Stanley, Tim Mulder, Bart Doekemeijer, and Jasper Kreeft, Journal of Physics: Conference Series (2024)


Wayne R. Jones, Luc Rock, GeoStats 2024 Conference (2024)


Wayne Jones, Luc Rock, RemTech Europe (2024)


Richard Tran, Liqiang Huang, Yuan Zi, Shengguang Wang, Benjain M. Comer, Xuqing Wu, Stefan J. Raaijman, Nishant K. Sinha, Sajanikumari Sadasivan, Shibin Thundiyil, Kuldeep B. Mamtani, Ganesh Iyer, Lars C. Grabow, Ligang Lu, Jiefu Chen, Nanoscale (2024)


Ellyess F. Benmoufok, Simon C. Warder, Elizabeth Zhu, B. Bhaskaran, Iain Staffell, Matthew D. Piggott, Energy (2024)

2023


Ross Towe, David Randell, Jennifer Kensler, Graham Feld, and Philip Jonathan, Ocean Engineering 272 (2023): 113808. (2023)


S. Tendijck, J. A. Tawn and P. Jonathan, Extremes 26, 139–156 (2023). (2023)


K. Ewans and P. Jonathan, Ocean Eng. 272:113840 (2023) (2023)


A.M. Barlow, E. Mackay, E. Eastoe and P. Jonathan, Ocean Eng. 267:113265 (2023). (2023)


Radvanyi, P., Miller, C., Alexander, C., Low, M., Jones, W. R. and Rock, L, 37th International Workshop on Statistical Modelling (IWSM), Dortmund, Germany, 16-21 Jul 2023, pp. 332-338. ISBN 9783947323425 (2023)


Bartosch Kolkowski, Rod Williams, Michael Gee, John Rimmer, Stephanie Lucas, SAE Technical Paper 2022-01-1070, 2022. (2023)


C. Roberts, O. Shorttle, K. Mandel, M. Jones, R. Ijzermans, B. Hirst and P. Jonathan, Environmental Research Letters, Volume 17, Number 6 (2023)


R. Shooter, E. Ross, A. Ribal, I.R. Young and P. Jonathan, Ocean Eng. 247:110647. arXiv:2201.10451 (2023)


Stan Tendijck, Philip Jonathan, David Randell, Jonathan Tawn, Submitted to Envirometrics (2023)


C. Roberts, R. Ijzermans, D. Randell, M.Jones, P. Jonathan, K. Mandel, B. Hirst and O. Shorttle, Environmental Research Letters, Volume 18, Number 11 (2023)


J. P. Grainger, A. Sykulski, K. Ewans, H. F. Hansen and P. Jonathan, Journal of the Royal Statistical Society (2023)


Rutger Ijzermans, Matthew Jones, Damien Weidmann, Bas van de Kerkhof, David Randell , Nature: Scientific Reports (2023)


Sahithi Gorthy, Sumit Verma, Nishant Sinha, Sharan Shetty, Huy Nguyen, and Matthew Neurock, ACS Catalysis (2023)


Robert Herding, Emma Ross, Wayne Jones, Sam Johnson, Vassilis Charitopoulos, Lazaros Papageorgiou, FOCAPO/CPC conference, San Antonio, 2023. (2023)


Ross Towe, Emma Ross, David Randell, Philip Jonathan, (2023)


Gabrielle R Joslin, Daniel G Barber, Lindsay Aston, Ping Liu, Olukayode Kuloyo, Kangsa Oentoro, Jiayi Liu, Ashley V Baugh, Jeffrey R Fedenko, Ioannis Melas, Phillip G Hamilton, Damian J Allen, Richard K Tennant, Published by Bioresource Technology Journal (2023) (2023)


Peter Radvanyi, Wayne Jones, Luc Rock, AquaConSoil 2023 (2023)


Jungyeon Park, Estêvão Alvarenga, Jooyoung Jeon, Ran Li, Fotios Petropoulos, Hokyun Kim, Kwangwon Ahn, Applied Energy (2023)


Stephen Varghese Arvind Ravi Resmi Suresh Rihab Abdul Razak Shirish Potu Jose M. Gonzalez-Martinez, Oral presentation at ENBIS 2023 Valencia Conference on 12th Sept 2023 (2023)


Nitin Singh, Meng Ling, Talha Ahmed, Tianxia Zhao, Reinier van de Pol, World Academy of Science, Engineering and Technology International Journal of Computer and Systems Engineering (2023)


Klimis Stylpnopoulos, Jethro Browell, Janine Illian,Keith Bell, Wayne Jones, Ciaran Gilbert, ETP 12th Âé¶¹´«Ã½ Conference 2023 (2023)

2022


J. Limbeck, J. Przybysz-Jarnut, M. Nicolo, B. Hartman, G. Joosten, T. Mulder, P. Tummala, J. Jackson, D. Lane, V. Ghadyale, P. Reinhard, M. Ten, L. Stanier, S. Ziman, A. Haskell, M. Gupta, V. Jain, H. Williams, T. Krasznavolgyi, E. Link, SEG workshop in Artificial Intelligence for Subsurface Characterization: Advances, Pitfalls and Limitations. September 2022. (2022)


Somnath Mondal, Ashan Garusinghe, Sebastian Ziman, Muhammed Abdul-Hameed, Rakesh Paleja, Matthew Jones, Jan Limbeck, Bryce Bartmann, Jeremy Young, Kent Shanley, Bonner Cardwell, Humphrey Klobodu, , Gustavo Ugueto, Christopher Ledet, SPE Hydraulic Fracturing Technology Conference and Exhibition, Woodlands Texas, February 2022. (2022)


K. Sando, R. Wada, J. Rohmer, S. Lecacheux and P. Jonathan., OMAE2022-79888 Proc. 41st Int. Conf. on Ocean, Offshore & Arctic Engineering, June 2022. (2022)


Rod Williams, Tushar Bera, Stephen Cook, Michael Forster, Jacqueline Reid, John Rimmer, Alan Ross, Nigel Broom, Stephanie Lucas., SAE Technical Paper 2022-01-1072, 2022 (2022)


Bartosch Kolkowski, Rod Williams, Michael Gee, John Rimmer, Stephanie Lucas., SAE Technical Paper 2022-01-1070, 2022 (2022)


Wayne R. Jones, Luc Rock, Alexandra Wesch, Emanuel Marzusch, Marnie Low, Groundwater Monitoring and Remediation, April 2022. (2022)


Rob Shooter, Emma Ross, Agustinus Ribal, Ian R. Young, Philip Jonathan., Ocean Eng. 247:110647, March, 2022 (2022)


Alison Raby, Geoff Bullock, Philip Jonathan, David Randell, Colin Whittaker, Coastal Engineering, June 2022, 104168, ISSN 0378-3839. (2022)


Clayton Roberts, Oliver Shorttle, Kaisey Mandel, Matthew Jones , Rutger Ijzermans, Bill Hirst and Philip Jonathan, Environmental Research Letters, Volume 17, Number 6, June 2022 (2022)


Weidmann, Damien; Hirst, Bill; Jones, Matthew; Ijzermans, Rutger; Randell, David; Macleod, Neil; Kannath, Arun; Chu, Johnny; Dean, Marcella, ACS Earth and Space Chemistry, June 2022 (2022)


R, Wada, J. Rohmer, Y. Krien and P. Jonathan, Nat. Hazards Earth Sys., 22, 431-444 , June 2022 (2022)

2021


Wayne R. Jones, Luc Rock, Conference proceedings of Third EAGE Geochemistry Workshop, Sep 2021, Volume 2021, p.1–3. (2021)


Graham Feld, David Randell, Phillip Jonathan , Asset Integrity Management - Ageing and Life Extension Conference (December 2021) (2021)


Graham Feld, David Randell, John Kent Stephen Rose, Emmanuel Fakas, AIMâ€ALE2021â€76076 December 2021 (2021)


Periyasamy, V., Metri, V., Singh, A., Hofmann, R., Tandon, K., Yalavarthy, P. K., and Prakash, J, InterPore 2021 (2021)


Towe, Ross, Elena Zanini, David Randell, Graham Feld, and Philip Jonathan, Ocean Engineering 238 (2021): 109642. (2021)


Stan Tendijck, Emma Eastoe, Jonathan Tawn, David Randell & Philip Jonathan, Journal of the American Statistical Association (2021)


Rohrbeck, C., Simpson, E.S. & Towe, R.P, Extremes 24, 129–144 (2021). (2021)


Matthew Jones, Michael Goldstein, David Randell, Philip Jonathan, Computational Statistics & Data Analysis, Volume 161, 2021, 107228, ISSN 0167-9473 (2021)


Philip Jonathan, David Randell, Jenny Wadsworth, Jonathan Tawn, Ocean Engineering, Volume 220, 2021, 107725, ISSN 0029-8018 (2021)


Shooter, R., Ross, E., Ribal, A, Environometrics, vol 32, e2674 (2021)


Robert Herding, Emma Ross, Wayne Jones, Sam Johnson, Vassilis Charitopoulos, Lazaros Papageorgiou, 31st European Conference on Operational Research, Athens, 2021 (2021)

2020


D. Dhillon, L. Lu, J. Chen, H. Yang, SPE Âé¶¹´«Ã½ Technical Conference and Exhibition, Houston, October 2020 (2020)


Zanini, E, Eastoe, E, Jones, MJ, Randell, D, Jonathan, P, Environmetrics. 2020; 31:e2624 (2020)


Hirst, B., Randell, D., Jones, M., Chu, J., Kannath, A., Macleod, N, Geophysical Research Letters, 47, e2019GL086725 (2020)


Hans Fabricius Hansen, David Randell, Allan Rod Zeeberg, Philip Jonathan, Ocean Engineering, Volume 195, 2020, 106665, ISSN 0029-8018 (2020)


Emma Ross, Ole Christian Astrup, Elzbieta Bitner-Gregersen, Nigel Bunn, Graham Feld, Ben Gouldby, Arne Huseby, Ye Liu, David Randell, Erik Vanem, Philip Jonathan, Ocean Engineering, Volume 195, 2020, ISSN 0029-8018 (2020)


Towe, R, Dean, G, Edwards, L, Journal of Flood Risk Management. 2020; 13:e12652 (2020)


Shooter, R., Tawn, J., Ross, E, Extremes, vol 24 (2020)


Kar, A.; Huisjen, A.; Aradi, A.; Reitz, J.; Iqbal, A.; Haumann, K.; Kensler, J.; Hardman, K., Mainwaring, R., Remmert, S, SAE Technical Paper 2020-01-0610, 2020 (2020)

2019


Fuentes-García, N.M., González-Martinez, J.M., Maciá-Fernández, G., Camacho, J, Journal of Chemometrics, 2019, 33 (12): e3188- (2019)


M.I. McLean, L. Evers, A.W. Bowman, M. Bonte and W.R. Jones, Science of the Total Environment. (2019)


Anokhin, V, Ross, E, Randell, D, & Jonathan, P, Proceedings of the ASME 2019 38th International Conference on Ocean (2019)


Feld, G, Jonathan, P, & Randell, D., Ocean Engineering. Glasgow, Scotland, Âé¶¹´«Ã½. June 9–14, 2019 (2019)


Graham Feld, David Randell, Emma Ross, Philip Jonathan, Ocean Engineering, Volume 173, 2019, Pages 851-866, ISSN 0029-8018 (2019)


Tendijck, S, Ross, E, Randell, D, Jonathan, P, Environmetrics. 2019; 30:e2541 (2019)


Shooter, R., Ross, E., Tawn, J., Jonathan, P, Environmetrics, vol 30 (2019)


Dickinson, R. M.; Freeman, L. J.; Kensler, J. L. K.; and Vining, G. G, Quality and Reliability Engineering International 35:3, pp. 738-749 (2019)


Raj Mohan, V.R.; Nelson, E.; Reitz, J.; Kensler, J.; Gauba, V, SAE Technical Paper 2019-01-0261, 2019 (2019)


W. R. Jones, M. Bonte, C. Kady, Claire Technical Bulletin (2019)

2018


Matthew Jones, Hans Fabricius Hansen, Allan Rod Zeeberg, David Randell, Philip Jonathan, Coastal Engineering, Volume 141, 2018 (2018)


Emma Ross, Samta Sam, David Randell, Graham Feld, Philip Jonathan, Ocean Engineering, Volume 154, 2018 (2018)


Ross, E.; Astrup, O.; Bitner‑Gregersen, E. M.; Bunn, N.; Feld, G.; Gouldby, B.; Huseby, A. B.; Liu, Y.; Randell, D.; Vanem, E; Jonathan, P., ASME 2019 38th International Conference on Ocean, Offshore and Arctic Engineering, vol 7B (2018)

2017


Redmann, J.; Beutler, M.; Kensler, J.; Luebbers, M.; and Cracknell, R, SAE Technical Paper 2017-01-0810, 2017 (2017)

Digital Technology

2020


M. Radosavljevic, Z, Xiang, L. Lu, D. Hohl, D. Vukobratovic, IEEE Access, Vol. 8, July 2020 (2020)

Optimisation

2024


Robert Herding, Emma Ross, Wayne R. Jones, Elizabeth Endler , Vassilis M. Charitopoulos, Lazaros G. Papageorgiou, Advances in Applied Energy (2024)


Faruk O Alpak, Guohua Gao, Geoenergy Science and Engineering - Volume 237, June 2024, 212475 (2024)


Quang Minh Nguyen, Mustafa Onur, Faruk Omer Alpak, SPE J. 29 (04): 1919–1932. (2024)


Quang Minh Nguyen, Mustafa Onur, Faruk Omer Alpak, Journal of Computational Geosciences (2024)


Ao Li, Faruk Omer Alpak, Eduardo Jimenez, Tzu-Hao Yeh, Andrew Ritts, Vivek Jain, Hongquan Chen, Akhil Datta-Gupta, Computational Geosciences (Pgs 1-17) (2024)

2023


Robert Herding, Emma Ross, Wayne R. Jones, Vassilis M. Charitopoulos and Lazaros G. Papageorgiou, Applied Energy 336 (2023). (2023)


Nicholas D. Laws, Dylan Cutler, Hallie Dunham, Sam Johnson, Daniel Inman, Nikita Granger, Wayne Jones and David Chalenski, NREL Technical Report (2023). (2023)

2022


Moustafa Ali, Yuhe Tian, Shauvik De , Alexander P. van Bavel, C. Doga Demirhan, Efstratios N. Pistikopoulos , ACS Conference proceedings – April 2022 (2022)


Ratnakar, R., Tu, M., and Balakotaiah, V, Chemical Engineering Science. Accepted (2022)


Arvind Ravi, Shirish Nanda Potu, Stephen Varghese, Valliappan Valliappan, Vishwanath Doddamani, National Conference on Multidisciplinary Analysis and Optimization (pp. 35-43). Springer, Singapore (2022)


Tu M, Ratnakar R, Balakotaiah V., Chemical Engineering Journal. 2022 Feb 15;430:132532. (2022)

2021


Shirish Nanda Potu, Rihab Abdul Razak and Senthil K Vadivelu, National Conference on Multidisciplinary Design, Analysis, and Optimization. October 8, 2021. (2021)


Arvind Ravi, Shirish Potu, Stephen Varghese, Valliappan Valliappan and Vishwanath Doddamani., National Conference on Multidisciplinary Design, Analysis, and Optimization. October 9, 2021. (2021)


Senthil K Vadivelu, Gauri Shanker G R, Sudarshan Kasthurirangan and Ben Bosmans, National Conference on Multidisciplinary Design, Analysis, and Optimization. October 9, 2021 (2021)


Hongna Zhang, Ian Weiss, Indranil Rudra, Won Jun Jo, Simon Kellner, Georgios Katsoukis, Elena Galoppini, Heinz Frei,, ACS Applied Materials & Interfaces, 13 (20), 23532-23546 (2021). (2021)


Ram R. Ratnakar, Shankar Santhosh, Ravi Agrawal, Birol Dindoruk, Journal of Natural Gas Science and Engineering (2021) (2021)

Patents

2023


L. Lu, Z. Dong, J. Chen, S2948-US-PSP and it will be filed as an international application by Sept. 16. 2023 (2023)


Jorge Luis Guevara Diaz, Bianca Zadrozny, Breno William Santos Rezende de Carvalho, Alvaro Bueno Buoro, Matthias Kormaksson, Ligang Lu, John Tolle, Detlef Hohl, Jan Limbeck, Mingqi Wu, , US Patent %23: 11719842 - patent issued August 8, 2023 (2023)

2022


Ronald Jan Schoonebeek, Alouisius Nicolaas Renee Bos, Baira Donoeva, Dominik Unruh, Shauvik De, Guus Van Rossum, Filed Patent - under review (SP 2920 is an RFPA ) (2022)


Ronald Jan Schoonebeek, Alouisius Nicolaas Renee Bos, Baira Donoeva, Dominik Unruh, Shauvik De, Filed Patent (2022)


Quan Yuan, Rami Sabbah, Huan Ngo, Ryan Johnson, George Bellos, Bert Harvey, Dave Burns, Shauvik De, (Shell Dow JDA – US patent, 2022) RFPA filed for Patents. (2022)


Ligang Lu, Shun Zhang, Huihui Yang, Kuochen Tsai, Mohamed Sidahmed,, Publication of WO2023170034A1 (2022)


Pandu Devarakota, John Kimbro,, WO 2022/106496 A1, May 2022. (2022)


Baksmaty LO, Ratnakar RR, Dindoruk B, United States patent application US 17/611,384. 2022 Jun 30. (2022)


Baksmaty LO, Ratnakar RR, Dindoruk B, United States patent application US 17/611,349. 2022 Jun 30. (2022)


Guy Verbist, Christina Christova, Alexey Deyko, Joice Klitzke, Indranil Rudra,, Shell Oil Company (Houston, TX, US), Patent (granted) (2022)


Baksmaty LO, Ratnakar RR, Dindoruk B, United States patent application 17/611,328. (2022)


Ratnakar RR, Harvey A, Balakotaiah V, SP2637. PCT/EP2022/059896. April 2022 (2022)

2021


Ram R. Ratnakar, Albert Harvey, Vemuri Balakotaiah., Provisional application number: 63/175384 (2021) (2021)


H. Jamali-Rad, and X. Campman, EU and US Patent, Oct. 2021 (2021)

2020


M. Shaik, L. Ortiz-Soto, J.M. Gonzalez-Martinez, C. de Graaf, C. Guedon, US Patent No.63057718, 2020 (2020)


Leslie Baksmaty, Ram R. Ratnakar, Birol Dindoruk, WO2020252245A1 (2020) (2020)


Leslie Baksmaty, Ram R. Ratnakar, Birol Dindoruk, WO2020252246A1 (2020 (2020)


Leslie Owuraku BAKSMATYRam Ratan RATNAKAR Birol DINDORÂé¶¹´«Ã½, WO2020252249A1 (2020) (2020)

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