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ORCIDVenkat Venkatasubramanian
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2020 – today
- 2025
[j50]Venkat Venkatasubramanian
, Abhishek Sivaram, N. Sanjeevrajan, Arun Sankar E. M.:
Arbitrage equilibria in active matter systems. Comput. Chem. Eng. 192: 108861 (2025)- 2024
- [j49]Vipul Mann, Mauricio Sales-Cruz, Rafiqul Gani, Venkat Venkatasubramanian:
eSFILES: Intelligent process flowsheet synthesis using process knowledge, symbolic AI, and machine learning. Comput. Chem. Eng. 181: 108505 (2024) - [j48]Peter Jul-Rasmussen, Arijit Chakraborty, Venkat Venkatasubramanian, Xiaodong Liang, Jakob Kjøbsted Huusom:
Hybrid AI modeling techniques for pilot scale bubble column aeration: A comparative study. Comput. Chem. Eng. 185: 108655 (2024) - [i11]Venkat Venkatasubramanian, Jessica Shi, Leo Goldman, Arun Sankar E. M., Abhishek Sivaram:
Density and Affinity Dependent Social Segregation and Arbitrage Equilibrium in a Multi-class Schelling Game. CoRR abs/2403.04084 (2024) - [i10]Venkat Venkatasubramanian, Arijit Chakraborty:
Quo Vadis ChatGPT? From Large Language Models to Large Knowledge Models. CoRR abs/2405.19561 (2024) - [i9]Venkat Venkatasubramanian:
What's in an embedding? Would a rose by any embedding smell as sweet? CoRR abs/2406.06870 (2024) - 2023
- [j47]Vipul Mann, Shekhar Viswanath, Shankarraman Vaidyaraman, Jeya Balakrishnan, Venkat Venkatasubramanian:
SUSIE: Pharmaceutical CMC ontology-based information extraction for drug development using machine learning. Comput. Chem. Eng. 179: 108446 (2023) - [j46]Abhishek Sivaram, Venkat Venkatasubramanian:
Arbitrage Equilibrium, Invariance, and the Emergence of Spontaneous Order in the Dynamics of Bird-like Agents. Entropy 25(7): 1043 (2023) - [i8]Kevin Zhang, Vipul Mann, Venkat Venkatasubramanian:
G-MATT: Single-step Retrosynthesis Prediction using Molecular Grammar Tree Transformer. CoRR abs/2305.03153 (2023) - [i7]Venkat Venkatasubramanian, N. Sanjeevrajan, Manasi Khandekar:
Jaynes Machine: The universal microstructure of deep neural networks. CoRR abs/2310.06960 (2023) - 2022
- [j45]Venkat Venkatasubramanian, Abhishek Sivaram, Laya Das:
A unified theory of emergent equilibrium phenomena in active and passive matter. Comput. Chem. Eng. 164: 107887 (2022) - [i6]Vipul Mann, Venkat Venkatasubramanian:
AI-driven Hypernetwork of Organic Chemistry: Network Statistics and Applications in Reaction Classification. CoRR abs/2208.01647 (2022) - 2021
- [j44]Venkat Venkatasubramanian:
Editorial. Comput. Chem. Eng. 145: 107176 (2021) - [j43]Efstratios N. Pistikopoulos, Ana Barbosa-Póvoa, Jay H. Lee, Ruth Misener, Alexander Mitsos, Gintaras V. Reklaitis, Venkat Venkatasubramanian, Fengqi You, Rafiqul Gani:
Process systems engineering - The generation next?. Comput. Chem. Eng. 147: 107252 (2021) - [j42]Arijit Chakraborty, Abhishek Sivaram, Venkat Venkatasubramanian:
AI-DARWIN: A first principles-based model discovery engine using machine learning. Comput. Chem. Eng. 154: 107470 (2021) - [j41]Vipul Mann, Venkat Venkatasubramanian:
Retrosynthesis prediction using grammar-based neural machine translation: An information-theoretic approach. Comput. Chem. Eng. 155: 107533 (2021) - [j40]Vipul Mann, Abhishek Sivaram, Laya Das, Venkat Venkatasubramanian:
Robust and efficient swarm communication topologies for hostile environments. Swarm Evol. Comput. 62: 100848 (2021) - 2020
- [j39]Abhishek Sivaram, Laya Das, Venkat Venkatasubramanian:
Hidden representations in deep neural networks: Part 1. Classification problems. Comput. Chem. Eng. 134: 106669 (2020) - [j38]Laya Das, Abhishek Sivaram, Venkat Venkatasubramanian:
Hidden representations in deep neural networks: Part 2. Regression problems. Comput. Chem. Eng. 139: 106895 (2020) - [j37]Arijit Chakraborty, Abhishek Sivaram, Lakshminarayanan Samavedham, Venkat Venkatasubramanian:
Mechanism discovery and model identification using genetic feature extraction and statistical testing. Comput. Chem. Eng. 140: 106900 (2020) - [i5]Vipul Mann, Abhishek Sivaram, Laya Das, Venkat Venkatasubramanian:
Robust and Efficient Swarm Communication Topologies for Hostile Environments. CoRR abs/2008.09575 (2020)
2010 – 2019
- 2019
- [j36]Venkat Venkatasubramanian, Yu Luo, Zhizun Zhang:
Control of complex sociotechnical systems: Importance of causal models and game theory. Comput. Chem. Eng. 123: 1-11 (2019) - [j35]Resmi Suresh, Abhishek Sivaram, Venkat Venkatasubramanian:
A hierarchical approach for causal modeling of process systems. Comput. Chem. Eng. 123: 170-183 (2019) - [j34]Yu Luo, Garud Iyengar, Venkat Venkatasubramanian:
A One-Third Advice Rule Based on a Control-Theoretic Opinion Dynamics Model. IEEE Trans. Comput. Soc. Syst. 6(3): 576-581 (2019) - 2018
- [j33]Yu Luo, Garud Iyengar, Venkat Venkatasubramanian:
Social Influence Makes Self-Interested Crowds Smarter: An Optimal Control Perspective. IEEE Trans. Comput. Soc. Syst. 5(1): 200-209 (2018) - 2017
- [j32]Miguel Francisco M. Remolona, Matthew F. Conway, Sriram Balasubramanian, Linxi Fan, Ziyan Feng, Tianhao Gu, Hyungtae Kim, Prasad M. Nirantar, Sarah Panda, Nithin R. Ranabothu, Neha Rastogi, Venkat Venkatasubramanian:
Hybrid ontology-learning materials engineering system for pharmaceutical products: Multi-label entity recognition and concept detection. Comput. Chem. Eng. 107: 49-60 (2017) - 2016
- [i4]Yu Luo, Garud Iyengar, Venkat Venkatasubramanian:
Social influence makes self-interested crowds smarter: an optimal control perspective. CoRR abs/1611.01558 (2016) - 2013
- [j31]Kris Villez, Venkat Venkatasubramanian, Raghunathan Rengaswamy:
Generalized shape constrained spline fitting for qualitative analysis of trends. Comput. Chem. Eng. 58: 116-134 (2013) - 2011
- [j30]Venkat Venkatasubramanian, Rafiqul Gani:
Computers & Chemical Engineering: Best paper of 2009. Comput. Chem. Eng. 35(3): 391-392 (2011) - [j29]Kris Villez, Babji Srinivasan, Raghunathan Rengaswamy, Shankar Narasimhan, Venkat Venkatasubramanian:
Kalman-based strategies for Fault Detection and Identification (FDI): Extensions and critical evaluation for a buffer tank system. Comput. Chem. Eng. 35(5): 806-816 (2011) - [j28]Sridhar Maddipati, Ravi Nandigam, Sangtae Kim, Venkat Venkatasubramanian:
Learning patterns in combinatorial protein libraries by Support Vector Machines. Comput. Chem. Eng. 35(6): 1143-1151 (2011) - [j27]Aviral Shukla, Joseph F. Pekny, Venkat Venkatasubramanian:
An optimization framework for cost effective design of refueling station infrastructure for alternative fuel vehicles. Comput. Chem. Eng. 35(8): 1431-1438 (2011) - 2010
- [j26]M. Berkan Sesen, Pradeep Suresh, René Bañares-Alcántara, Venkat Venkatasubramanian:
An ontological framework for automated regulatory compliance in pharmaceutical manufacturing. Comput. Chem. Eng. 34(7): 1155-1169 (2010) - [j25]Venkat Venkatasubramanian, Rafiqul Gani:
Editorial. Comput. Chem. Eng. 34(10): 1565-1566 (2010) - [j24]Mano Ram Maurya, Praveen K. Paritosh, Raghunathan Rengaswamy, Venkat Venkatasubramanian:
A framework for on-line trend extraction and fault diagnosis. Eng. Appl. Artif. Intell. 23(6): 950-960 (2010) - [j23]Venkat Venkatasubramanian:
Fairness Is an Emergent Self-Organized Property of the Free Market for Labor. Entropy 12(6): 1514-1531 (2010) - [c5]Tanu Malik, Raghvendra Prasad, Sanket Patil, Amitabh Chaudhary, Venkat Venkatasubramanian:
Providing Scalable Data Services in Ubiquitous Networks. DASFAA Workshops 2010: 445-457 - [i3]Tanu Malik, Raghvendra Prasad, Sanket Patil, Amitabh Chaudhary, Venkat Venkatasubramanian:
Providing Scalable Data Services in Ubiquitous Networks. CoRR abs/1005.4695 (2010)
2000 – 2009
- 2009
- [j22]Rafiqul Gani, Andy Hrymak, Jay H. Lee, Venkat Venkatasubramanian:
Editorial note. Comput. Chem. Eng. 33(1): 1 (2009) - [j21]Venkat Venkatasubramanian:
Cyberinfrastructure, informatics, and intelligent systems: Commentary on the new thematic area for Computers and Chemical engineering. Comput. Chem. Eng. 33(1): 2-3 (2009) - [j20]Sanket Patil, Srinath Srinivasa, Saikat Mukherjee, Aditya Ramana Rachakonda, Venkat Venkatasubramanian:
Breeding Diameter-Optimal Topologies for Distributed Indexes. Complex Syst. 18(2) (2009) - [j19]Venkat Venkatasubramanian:
What is Fair Pay for Executives? An Information Theoretic Analysis of Wage Distributions. Entropy 11(4): 766-781 (2009) - [c4]Arun Giridhar, Gintaras V. Reklaitis, Venkat Venkatasubramanian:
Engineering research center for structured organic particulate synthesis (ERC-SOPS). ACC 2009: 2741-2743 - [c3]Sanket Patil, Srinath Srinivasa, Venkat Venkatasubramanian:
Classes of Optimal Network Topologies Under Multiple Efficiency and Robustness Constraints. SMC 2009: 4940-4945 - 2008
- [j18]Venkat Venkatasubramanian, Ignacio E. Grossmann, Rafiqul Gani:
Preface - Reklaitis 65th birthday special issue. Comput. Chem. Eng. 32(4-5): 631-632 (2008) - [j17]Gary E. Blau, Michael Lasinski, Seza Orçun, Shuo-Huan Hsu, James M. Caruthers, W. Nicholas Delgass, Venkat Venkatasubramanian:
High fidelity mathematical model building with experimental data: A Bayesian approach. Comput. Chem. Eng. 32(4-5): 971-989 (2008) - [j16]Shuo-Huan Hsu, Balachandra Krishnamurthy, Prathima Rao, Chunhua Zhao, Suresh Jagannathan, Venkat Venkatasubramanian:
A domain-specific compiler theory based framework for automated reaction network generation. Comput. Chem. Eng. 32(10): 2455-2470 (2008) - [c2]Balachander Krishnamurthy, Tanu Malik, Stephen Stamatis, Venkat Venkatasubramanian, James M. Caruthers:
Rule-Based Classification Systems for Informatics. eScience 2008: 420-421 - 2007
- [j15]Venkat Venkatasubramanian:
A theory of design of complex teleological systems: Unifying the Darwinian and Boltzmannian perspectives. Complex. 12(3): 14-21 (2007) - [j14]Mano Ram Maurya, Raghunathan Rengaswamy, Venkat Venkatasubramanian:
Fault diagnosis using dynamic trend analysis: A review and recent developments. Eng. Appl. Artif. Intell. 20(2): 133-146 (2007) - [c1]Sangtae Kim, Venkat Venkatasubramanian:
Pharmaceutical Informatics and the Pathway to Personalized Medicines. International Conference on Computational Science (1) 2007: 963 - 2006
- [j13]Mano Ram Maurya, Santhoji Katare, Priyan R. Patkar, Ann E. Rundell, Venkat Venkatasubramanian:
A systematic framework for the design of reduced-order models for signal transduction pathways from a control theoretic perspective. Comput. Chem. Eng. 30(3): 437-452 (2006) - [j12]Venkat Venkatasubramanian, Chunhua Zhao, Girish S. Joglekar, Ankur Jain, Leaelaf Hailemariam, Pradeep Suresh, Pavankumar Akkisetty, Ken Morris, Gintaras V. Reklaitis:
Ontological informatics infrastructure for pharmaceutical product development and manufacturing. Comput. Chem. Eng. 30(10-12): 1482-1496 (2006) - 2005
- [j11]Venkat Venkatasubramanian:
Prognostic and diagnostic monitoring of complex systems for product lifecycle management: Challenges and opportunities. Comput. Chem. Eng. 29(6): 1253-1263 (2005) - 2004
- [j10]Venkat Venkatasubramanian, Santhoji Katare, Priyan R. Patkar, Fangping Mu:
Spontaneous emergence of complex optimal networks through evolutionary adaptation. Comput. Chem. Eng. 28(9): 1789-1798 (2004) - [j9]Santhoji Katare, Aditya Bhan, James M. Caruthers, W. Nicholas Delgass, Venkat Venkatasubramanian:
A hybrid genetic algorithm for efficient parameter estimation of large kinetic models. Comput. Chem. Eng. 28(12): 2569-2581 (2004) - [j8]Mano Ram Maurya, Raghunathan Rengaswamy, Venkat Venkatasubramanian:
Application of signed digraphs-based analysis for fault diagnosis of chemical process flowsheets. Eng. Appl. Artif. Intell. 17(5): 501-518 (2004) - [i2]Venkat Venkatasubramanian, Santhoji Katare, Priyan R. Patkar, Fangping Mu:
Spontaneous Emergence of Complex Optimal Networks through Evolutionary Adaptation. CoRR nlin.AO/0402046 (2004) - [i1]Venkat Venkatasubramanian, Dimitris Nicolas Politis, Priyan R. Patkar:
Entropy Maximization as a Holistic Design Principle for Complex Optimal Networks and the Emergence of Power Laws. CoRR nlin.AO/0408007 (2004) - 2003
- [j7]Venkat Venkatasubramanian, Raghunathan Rengaswamy, Kewen Yin, Surya N. Kavuri:
A review of process fault detection and diagnosis: Part I: Quantitative model-based methods. Comput. Chem. Eng. 27(3): 293-311 (2003) - [j6]Venkat Venkatasubramanian, Raghunathan Rengaswamy, Surya N. Kavuri:
A review of process fault detection and diagnosis: Part II: Qualitative models and search strategies. Comput. Chem. Eng. 27(3): 313-326 (2003) - [j5]Venkat Venkatasubramanian, Raghunathan Rengaswamy, Surya N. Kavuri, Kewen Yin:
A review of process fault detection and diagnosis: Part III: Process history based methods. Comput. Chem. Eng. 27(3): 327-346 (2003) - [j4]Sourabh Dash, Raghunathan Rengaswamy, Venkat Venkatasubramanian:
Fuzzy-logic based trend classification for fault diagnosis of chemical processes. Comput. Chem. Eng. 27(3): 347-362 (2003)
1990 – 1999
- 1998
- [j3]Anantha Sundaram, Venkat Venkatasubramanian:
Parametric Sensitivity and Search-Space Characterization Studies of Genetic Algorithms for Computer-Aided Polymer Design. J. Chem. Inf. Comput. Sci. 38(6): 1177-1191 (1998) - 1995
- [j2]Venkat Venkatasubramanian, King Chan, James M. Caruthers:
Evolutionary Design of Molecules with Desired Properties Using the Genetic Algorithm. J. Chem. Inf. Comput. Sci. 35(2): 188-195 (1995)
1980 – 1989
- 1986
- [j1]Venkat Venkatasubramanian, Chun-Fu Chen:
A blackboard architecture for plastics design. Artif. Intell. Eng. 1(2): 117-122 (1986)
Coauthor Index
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