Peer reviewed articles
Federated Learning with Taskonomy for Non-IID Data and Supplementary content
Hadi Jamali-Rad, Mohammad Abdizadeh, Anuj Singh, accepted to appear in IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
Towards predicting the onset of elastic turbulence in complex geometries
Eseosa Ekanem, Steffen Berg, Shauvik De, Ali Fadili, Paul Luckham – submitted to PNAS (Proceedings of the National Academy of Sciences) – 2021.
Aarthi Thyagarajan, Wouter Hamer, Joy Phophichitra, Valliappan Valliappan, Abitha Ramesh, Prathamesh Shenai, Nicholas Laycock, Corros. Mater. Degrad, 2(4), 762-769, December 2021.
Ram Ratnakar, Somil Gupta, Georg Stockinger, Wouter Hamer, Birol Dindoruk, Fluid Phase Equilibria, November 2021.
Jamali-Rad H., Szabó A., Computer Vision and Image Understanding Volume 212, 103271, November 2021.
Ratnakar R., Shankar S., Agrawal R., Dindoruk B., Journal of Natural Gas Science and Engineering Volume 94, October 2021.
S. S Gupta, P. M. Shenai, J. Meeuwissen, G. L. Bezemer and S. Shetty; J. Phys. Chem. C, 125, 39, 21390–21401, September 2021.
Gopal K Dixit, Manish Kumar, Ankita Katiyar, Antonius PJ Jansen, Alexander P van Bavel, Ravi Agrawal, Prathamesh M Shenai, Varadharajan Srinivasan; Catal. Sci. Technol., ,11, 7398-7411; September 2021.
Heijmansa K., Nab S., Pathak A.D., Nedea S. and Smeulders D., Computational Materials Science Volume 197, 110595, September 2021.
Birol Dindoruk, Ram R. Ratnakar, Sanyal Suchismita. SPE J. SPE-201341-PA, August 2021.
Ram R. Ratnakar, Birol Dindoruk. Journal of Petroleum Science and Engineering, 201: 108462, June 2021.
Hongna Zhang, Ian Weiss, Indranil Rudra, Won Jun Jo, Simon Kellner, Georgios Katsoukis, Elena Galoppini, and Heinz Frei, ACS Appl. Mater. Interfaces, Vol. 13, 23532–23546, May 2021.
Ram R. Ratnakar, Nikunj Gupta, Kun Zhang, Casimir van Doorne, James Fesmire, Birol Dindoruk, Vemuri Balakotaiah, International Journal of Hydrogen Energy (2021), May 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. March 2021.
Ratnakar, R. R., Lewis, E. J., & Dindoruk, B. SPE Journal, SPE-190480-PA, December 2020.
Birol Dindoruk, Ram R. Ratnakar, Jiajun He, 83: 103541, November 2020.
Roy, P.K., Kumar, K., Thakkar, F.M., Pathak, A.D., Ayappa, K.G. and Maiti, P.K., 2020. Journal of Membrane Science, 613, p.118377. November 2020.
SPE Journal. Zhao, B., Ratnakar, R., Dindoruk, B., & Mohanty, K., October 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., 2D Materials, 7(4), p.045025, September 2020.
Ratnakar, R. R., Venkatraman, A., Kalra, A., Dindoruk, B., Journal of Natural Gas Science and Engineering Volume 81, 103450, September 2020.
Ratnakar, R. R., Dindoruk, B., & Harvey, A. JNGSE, September 2020.
Hadi Jamali-Rad, Vincent van Beveren, Xander Campman, Jo van den Brand, Detlef Hohl, IEEE Sensors Journal, September 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, August 2020.
Emmanouil Chatzigiannakis, Peter Veenstra, Dick ten Boschb and Jan Vermant Soft Matter 41, August 2020.
M. Radosavljevic, Z, Xiang, L. Lu, D. Hohl, D. Vukobratovic, IEEE Access, Vol. 8, July, 2020.
Yinsen Miao, Daniel R. Kowal, Neilkunal Panchal, Jeremy Vila, and Marina Vannucci, Journal of Petroleum Science and Engineering 189, 107025, June 2020.
Ratnakar, R. R., Mantilla, C. A., & Dindoruk, B. SPE Journal, June 2020.
LA Vandewalle, S De, KM Van Geem, GB Marin, R Bos - Industrial & Engineering Chemistry Research 59 (24), 11157-11169, May 2020.
Hadi Jamali-Rad, Vincent van Beveren, Xander Campman, Jo van den Brand, Detlef Hohl, IEEE Sensors Journal, doi: 10.1109/JSEN.2020.2992464. May 2020.
Hadi Jamali-Rad, Vincent van Beveren, Xander Campman, Jo van den Brand, Detlef Hohl, IEEE Sensors Journal, May 2020.
Eseosa M. Ekanem, Steffen Berg, Shauvik De, Ali Fadili, Tom Bultreys, Maja Rücker, Jeffrey Southwick, John Crawshaw, and Paul F. Luckham; Phys. Rev. E 101, 042605, April 2020.
A Molecular Dynamics Study; Mengjiao Xing, Amar-Deep Pathak, Suchismita Sanyal, Qing Peng, Xingchen Liu, Xiaodong Wen, Applied Surface Science 509, 15 April 2020.
Shantanu Maheshwari, Cor van Kruijsdijk, Suchismita Sanyal and Albert D. Harvey, Langmuir, 36, 15, 4108–4115, April 2020.
Satyanarayana Bonakala, Amar Deep Pathak, Alexey Deyko, Christina Christova, Indranil Rudra, Guy Verbist, ACS Appl. Mater. Interfaces 12, 15, 18101-18109, March 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, March 2020.
SPE Journal. Ratnakar, R. R., & Dindoruk, B., February 2020.
X. Yang, B. Dindoruk, L. Lu, , Journal of Petroleum Science and Engineering, Vol 185, February 2020.
Ashish Nadar, Somil Subhashchandra Gupta, Yusuf Kar, Sharan Shetty, Alexander P. van Bavel, and Deepa Khushalani; J. Phys. Chem. C, 124, 4152−4161, 2020.
Ankur Kislaya, Antaran Deka, Peter Veenstra, Daniel S. W. Tam & Jerry Westerweel, Experiments in Fluids 61, Article number: 20, 2020.
Vamaraju J., Vila J., Araya-Polo M., Datta D., Sidahmed M. and Sen M..”, Machine Learning and the Physcial Sciences workshop at NeurIPS, Vancouver, Canada, December 2019.
C Jaikla, P Devarakota, N Auchter, M Sidahmed, I Espejo, Machine Learning and the Physical Sciences Workshop at NeurIPS, December 2019.
Fuentes-García, N.M., González-Martinez, J.M., Maciá-Fernández, G., Camacho, J. PARAMO, Journal of Chemometrics, 33 (12): e3188., November 2019.
Ratnakar, R. R., & Dindoruk, B. 24 (06): 2482–2503, September 2019.
Mingqi Wu*, Yinsen Miao*, Neilkunal Panchal, DR Kowal, M Vannucci, Jeremy Vila, and Faming Liang, Geophysics 84 (5), ID13-ID24 1, September 2019.
Detlef Hohl, John Tolle, Jan Limbeck, Ligang Lu, and Mingqi Wu, Alvaro Bueno, Bianca Zadrozny, Breno Carvalho, Helon Hultmann, Jorge Guevara, and Matthias Kormaksson, SPE Reservoir Evaluation and Engineering, SPE 195690-PA, July 2019.
Narendra Kumar, Padmini Rajagopalan, Praveen Pankajakshan, Arnab Bhattacharyya, Suchismita Sanyal, Janakiraman Balachandran, and Umesh V. Waghmare, Chemistry of Materials 2019, 31, 2, 314-321, June 2019.
Analysis and interpretation of pressure-decay tests for gas/bitumen and oil/bitumen systems: methodology development and application of new linearized and robust parameter-estimation technique using laboratory data
Ratnakar, R. R., & Dindoruk, B. (2019). SPE Journal, 24(03), pp951-972, June 2019
Griffith, D., Zamanian, A., Vila J., Potter R. D., Vial-Aussavy, A. and Menapace, F., 2019 AAPG Annual Convention and Exhibition, San Antonio, TX, May 2019.
Ganesh S Shinde, Prem Depon Nayak, V Sai Pranav, Sandeep K Jain, Amar Deep Pathak, Suchismita Sanyal, Janakiraman Balachandran, Prabeer Barpanda, Journal of Power Sources 416, pp50–55, March 2019.
Trung H. Nguyen, Julien Granger, Deval Pandya, Keith Paustian, Applied Energy,Volume 238,Pages 1484-1496,ISSN 0306-2619, March 2019.
Max Veit, Sandeep Kumar Jain, Satyanarayana Bonakala, Indranil Rudra, Detlef Hohl, Gábor Csányi; Journal of chemical theory and computation, 15, 4, February 2019.
Amar Deep Pathak, Foram Thakkar, Suchismita Sanyal, Arian Nijmeijer and Hans Geerlings; MRS Advances 2019, 4 (20) pp 1167-1175, January 2019.
Ratnakar, R. R., Dindoruk, B., Odikpo, G., & Lewis, E. J. (2019). Transport in Porous Media, 128(1), 29-43, January 2019.
González-Martinez, J.M., Camacho, J., Ferrer, A.J., Chemometrics and Intelligent Laboratory Systems, 183: 122-133, December 2018.
Soumya Sanyal, Janakiraman Balachandran, Naganand Yadati, Abhishek Kumar, Padmini Rajagopalan, Suchismita Sanyal, Partha Talukdar; November 2018.
Berg, S., Saxena, N., Shaik, M., Pradhan, C. The Leading Edge, 37(6), 412-420., June 2018.
Performance Engineering for High Resolution micro-CT Image Reconstruction
Singh, A., Metri, V., Periyasamy, V, High Performance Computing & Software for Exploration and Reservoir Development, December 2021.
Siva Chamarti, José M. González-Martínez, Dennis Vallinga, Gabrielle Davelaar, Alvin Clark. Microsoft Ignite Conference, November 2021.
Critical Deposit Loading Thresholds for Under Deposit Corrosion in Steam Generators
A. Ramesh, 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, November 2021.
Supply chain optimization for mainstreaming SAF in the Indian aviation sector.
Arvind Ravi, Shirish Potu, Stephen Varghese, Valliappan Valliappan and Vishwanath Doddamani. National Conference on Multidisciplinary Design, Analysis, and Optimization. October 9, 2021.
Strategic Optimization of Lubricant Base Oil Formulations & Supply Portfolio.
Senthil K Vadivelu, Gauri Shanker G R, Sudarshan Kasthurirangan and Ben Bosmans. National Conference on Multidisciplinary Design, Analysis, and Optimization. October 9, 2021.
A State Estimation, Kalman Filter Auto-tuning and Uncertainty Quantification Framework with application to Industrial Storage Tank-farms.
Shirish Nanda Potu, Rihab Abdul Razak and Senthil K Vadivelu., National Conference on Multidisciplinary Design, Analysis, and Optimization. October 8, 2021.
Jamali-Rad H., Abdizadeh M., Szabó A., ICLR Workshop on Distributed and Private Machine Learning (DPML), May 2021.
Kuochen Tsai, Huihui Yang and Ligang Lu, AIChE annual meeting, No. 67a. November 2020.
Huihui Yang, Ligang Lu and Kuochen Tsai, SPE annual technical conference and exhibition, Paper No. SPE-201275-MS, October 2020.
Birol Dindoruk, Ram R. Ratnakar, Sanyal Suchismita, SPE-201341-MS, October 2020.
Yuan S., Duan Y., Hatchell P., Vila J., and Wang K., Society of Exploration Geophysicists Annual Meeting, Houston, TX, Oct. 2020.
Hadi Jamali-Rad, Attila Szabo, Matteo Presutto, ICML workshop on Uncertainly and Robustness in Deep Learning (UDL), July 2020.
C. Thiele, M. Araya and D. Hohl, SIAM ICML workshop Beyond First Order Methods in ML Systems, June 2020.
Alamu, O. A., Pandya, D. A., Warner, O., & Debacker, I. Paper presented at the Offshore Technology Conference, Houston, Texas, USA, May 2020.
S Simha, J Goudswaard, P Devarakota, P Somawanshi, SPE ADIPEC November 2019.
Licheng Zhang, zhenzhen Zhong, Meng Zhang, Tianxia Zhao, Yue Wu, Cheng Zhan, , SEG International Exposition and 89th Annual Meeting, Aug, 2019.
Das, Saurish, Sarkar, Suranjan, Lee, Gary H., and Junxiong, Ong. Proceedings of the . Volume 7: Operations, Applications, and Components. San Antonio, Texas, USA. V007T07A001. ASME, July 14–19, 2019.
Oil Gas Facilities, April 23rd, 2019.
Hadi Jamali-Rad, Xander Campman, US Patent, Patent Nr. 11150365, 2021.
A method of preparing acetylene
Shauvik De, Sander Van Bavel – EP 3845513A1, 2021.
Modular electric impedance heater for general process heating and pyrolysis of fluids and gases
Albert Harvey, Shauvik De, Dave Burns, Govert vanderPloeg, Richard Cooper – SP2607, USA – 2021.
Modular Reactor Configuration for Production of Chemicals with Electrical Heating for Carrying Out Reactions.
Ram R. Ratnakar, Albert Harvey, Vemuri Balakotaiah. Provisional application number: 63/175384 (2021)
A system and method for the automatic and continuous highspeed measurement of color and geometry characteristics of particles.
M. Shaik, L. Ortiz-Soto, J.M. Gonzalez-Martinez, C. de Graaf, C. Guedon. US Patent No.63057718, 2020.
Method for determining presence of reservoired hydrocarbons.
Leslie Baksmaty, Ram R. Ratnakar, Birol Dindoruk. WO2020252245A1 (2020).
Method for determining subsurface hydrocarbon fluid properties of reservoired hydrocarbons
Leslie Baksmaty, Ram R. Ratnakar, Birol Dindoruk. WO2020252246A1 (2020).
Method for determining presence of reservoired hydrocarbons.
Leslie Baksmaty, Ram R. Ratnakar, Birol Dindoruk. WO2020252249A1 (2020)
Neilkunal Panchal, Sami Sultan, Yinsen Miao, Daniel R. Kowal, and Marina Vannucci, Patent publication, June 2020.
J. Diaz, B. Zadrozny, B. Carvalh, A. Buoro, M. Komaksson, L. Lu, J. Tolle, D. Hohl, J. Limbeck, US Patent App 16/191112, 14 May 2020.