![](https://dblp.dagstuhl.de/img/logo.ua.320x120.png)
![](https://dblp.dagstuhl.de/img/dropdown.dark.16x16.png)
![](https://dblp.dagstuhl.de/img/peace.dark.16x16.png)
Остановите войну!
for scientists:
![search dblp search dblp](https://dblp.dagstuhl.de/img/search.dark.16x16.png)
![search dblp](https://dblp.dagstuhl.de/img/search.dark.16x16.png)
default search action
Venkat Venkatasubramanian
Person information
Refine list
![note](https://dblp.dagstuhl.de/img/note-mark.dark.12x12.png)
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 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
![](https://dblp.dagstuhl.de/img/cog.dark.24x24.png)
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-08-05 20:23 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint