Venkat Venkatasubramanian

Publication Activity (10 Years)

Years Active: 1986-2024
Publications (10 Years): 26

Top Topics

Social Influence

Multi Class Classifiers

Organic Chemistry

Top Venues

Comput. Chem. Eng.

IEEE Trans. Comput. Soc. Syst.

Swarm Evol. Comput.

Publications

Vipul Mann, Mauricio Sales-Cruz, Rafiqul Gani, Venkat Venkatasubramanian
: Intelligent process flowsheet synthesis using process knowledge, symbolic AI, and machine learning. Comput. Chem. Eng. 181 (2024)
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 (2024)
Venkat Venkatasubramanian, Arijit Chakraborty
Quo Vadis ChatGPT? From Large Language Models to Large Knowledge Models. CoRR (2024)
Venkat Venkatasubramanian
What's in an embedding? Would a rose by any embedding smell as sweet? CoRR (2024)
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 (2024)
Kevin Zhang, Vipul Mann, Venkat Venkatasubramanian
G-MATT: Single-step Retrosynthesis Prediction using Molecular Grammar Tree Transformer. CoRR (2023)
Abhishek Sivaram, Venkat Venkatasubramanian
Arbitrage Equilibrium, Invariance, and the Emergence of Spontaneous Order in the Dynamics of Bird-like Agents. Entropy 25 (7) (2023)
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 (2023)
Venkat Venkatasubramanian, N. Sanjeevrajan, Manasi Khandekar
Jaynes Machine: The universal microstructure of deep neural networks. CoRR (2023)
Vipul Mann, Venkat Venkatasubramanian
AI-driven Hypernetwork of Organic Chemistry: Network Statistics and Applications in Reaction Classification. CoRR (2022)
Venkat Venkatasubramanian, Abhishek Sivaram, Laya Das
A unified theory of emergent equilibrium phenomena in active and passive matter. Comput. Chem. Eng. 164 (2022)
Vipul Mann, Venkat Venkatasubramanian
Retrosynthesis prediction using grammar-based neural machine translation: An information-theoretic approach. Comput. Chem. Eng. 155 (2021)
Arijit Chakraborty, Abhishek Sivaram, Venkat Venkatasubramanian
AI-DARWIN: A first principles-based model discovery engine using machine learning. Comput. Chem. Eng. 154 (2021)
Venkat Venkatasubramanian
Editorial. Comput. Chem. Eng. 145 (2021)
Efstratios N. Pistikopoulos, Ana Barbosa-Póvoa, Jay H. Lee, Ruth Misener, Alexander Mitsos, Gintaras V. Reklaitis, Venkat Venkatasubramanian, Fengqi You, Rafiqul Gani
. Comput. Chem. Eng. 147 (2021)
Vipul Mann, Abhishek Sivaram, Laya Das, Venkat Venkatasubramanian
Robust and efficient swarm communication topologies for hostile environments. Swarm Evol. Comput. 62 (2021)
Arijit Chakraborty, Abhishek Sivaram, Lakshminarayanan Samavedham, Venkat Venkatasubramanian
Mechanism discovery and model identification using genetic feature extraction and statistical testing. Comput. Chem. Eng. 140 (2020)
Laya Das, Abhishek Sivaram, Venkat Venkatasubramanian
Hidden representations in deep neural networks: Part 2. Regression problems. Comput. Chem. Eng. 139 (2020)
Abhishek Sivaram, Laya Das, Venkat Venkatasubramanian
Hidden representations in deep neural networks: Part 1. Classification problems. Comput. Chem. Eng. 134 (2020)
Vipul Mann, Abhishek Sivaram, Laya Das, Venkat Venkatasubramanian
Robust and Efficient Swarm Communication Topologies for Hostile Environments. CoRR (2020)
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) (2019)
Venkat Venkatasubramanian, Yu Luo, Zhizun Zhang
Control of complex sociotechnical systems: Importance of causal models and game theory. Comput. Chem. Eng. 123 (2019)
Resmi Suresh, Abhishek Sivaram, Venkat Venkatasubramanian
A hierarchical approach for causal modeling of process systems. Comput. Chem. Eng. 123 (2019)
Yu Luo, Garud Iyengar, Venkat Venkatasubramanian
Social Influence Makes Self-Interested Crowds Smarter: An Optimal Control Perspective. IEEE Trans. Comput. Soc. Syst. 5 (1) (2018)
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 (2017)
Yu Luo, Garud Iyengar, Venkat Venkatasubramanian
Social influence makes self-interested crowds smarter: an optimal control perspective. CoRR (2016)
Kris Villez, Venkat Venkatasubramanian, Raghunathan Rengaswamy
Generalized shape constrained spline fitting for qualitative analysis of trends. Comput. Chem. Eng. 58 (2013)
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) (2011)
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) (2011)
Venkat Venkatasubramanian, Rafiqul Gani
Computers & Chemical Engineering: Best paper of 2009. Comput. Chem. Eng. 35 (3) (2011)
Sridhar Maddipati, Ravi Nandigam, Sangtae Kim, Venkat Venkatasubramanian
Learning patterns in combinatorial protein libraries by Support Vector Machines. Comput. Chem. Eng. 35 (6) (2011)
Venkat Venkatasubramanian, Rafiqul Gani
Editorial. Comput. Chem. Eng. 34 (10) (2010)
Tanu Malik, Raghvendra Prasad, Sanket Patil, Amitabh Chaudhary, Venkat Venkatasubramanian
Providing Scalable Data Services in Ubiquitous Networks CoRR (2010)
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) (2010)
Venkat Venkatasubramanian
Fairness Is an Emergent Self-Organized Property of the Free Market for Labor. Entropy 12 (6) (2010)
Tanu Malik, Raghvendra Prasad, Sanket Patil, Amitabh Chaudhary, Venkat Venkatasubramanian
Providing Scalable Data Services in Ubiquitous Networks. DASFAA Workshops (2010)
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) (2010)
Sanket Patil, Srinath Srinivasa, Saikat Mukherjee, Aditya Ramana Rachakonda, Venkat Venkatasubramanian
Breeding Diameter-Optimal Topologies for Distributed Indexes. Complex Syst. 18 (2) (2009)
Venkat Venkatasubramanian
Cyberinfrastructure, informatics, and intelligent systems: Commentary on the new thematic area for Computers and Chemical engineering. Comput. Chem. Eng. 33 (1) (2009)
Rafiqul Gani, Andy Hrymak, J. Lee, Venkat Venkatasubramanian
Editorial note. Comput. Chem. Eng. 33 (1) (2009)
Arun Giridhar, Gintaras V. Reklaitis, Venkat Venkatasubramanian
Engineering research center for structured organic particulate synthesis (ERC-SOPS). ACC (2009)
Venkat Venkatasubramanian
What is Fair Pay for Executives? An Information Theoretic Analysis of Wage Distributions. Entropy 11 (4) (2009)
Sanket Patil, Srinath Srinivasa, Venkat Venkatasubramanian
Classes of Optimal Network Topologies Under Multiple Efficiency and Robustness Constraints. SMC (2009)
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) (2008)
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) (2008)
Balachander Krishnamurthy, Tanu Malik, Stephen Stamatis, Venkat Venkatasubramanian, James M. Caruthers
Rule-Based Classification Systems for Informatics. eScience (2008)
Venkat Venkatasubramanian, Ignacio E. Grossmann, Rafiqul Gani
Preface - Reklaitis 65th birthday special issue. Comput. Chem. Eng. 32 (4-5) (2008)
Mano Ram Maurya, Raghunathan Rengaswamy, Venkat Venkatasubramanian
Fault diagnosis using dynamic trend analysis: A review and recent developments. Eng. Appl. Artif. Intell. 20 (2) (2007)
Venkat Venkatasubramanian
A theory of design of complex teleological systems: Unifying the Darwinian and Boltzmannian perspectives. Complex. 12 (3) (2007)
Sangtae Kim, Venkat Venkatasubramanian
Pharmaceutical Informatics and the Pathway to Personalized Medicines. International Conference on Computational Science (1) (2007)
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) (2006)
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) (2006)
Venkat Venkatasubramanian
Prognostic and diagnostic monitoring of complex systems for product lifecycle management: Challenges and opportunities. Comput. Chem. Eng. 29 (6) (2005)
Venkat Venkatasubramanian, Santhoji Katare, Priyan R. Patkar, Fangping Mu
Spontaneous Emergence of Complex Optimal Networks through Evolutionary Adaptation CoRR (2004)
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) (2004)
Venkat Venkatasubramanian, Santhoji Katare, Priyan R. Patkar, Fangping Mu
Spontaneous emergence of complex optimal networks through evolutionary adaptation. Comput. Chem. Eng. 28 (9) (2004)
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 (2004)
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) (2004)
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) (2003)
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) (2003)
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) (2003)
Sourabh Dash, Raghunathan Rengaswamy, Venkat Venkatasubramanian
Fuzzy-logic based trend classification for fault diagnosis of chemical processes. Comput. Chem. Eng. 27 (3) (2003)
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) (1998)
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) (1995)
Venkat Venkatasubramanian, Chun-Fu Chen
A blackboard architecture for plastics design. Artif. Intell. Eng. 1 (2) (1986)