Personal information

United States

Activities

Education and qualifications (1)

Iowa State University: Ames, Iowa, US

2014 to 2018 | PhD (Mechanical Engineering)
Education
Source: Self-asserted source
Balaji Sesha Sarath Pokuri

Works (23)

Electronic, redox, and optical property prediction of organic π-conjugated molecules through a hierarchy of machine learning approaches

Chemical Science
2023 | Journal article
Contributors: Vinayak Bhat; Parker Sornberger; Balaji Sesha Sarath Pokuri; Rebekah Duke; Baskar Ganapathysubramanian; Chad Risko
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Crossref

Construction and high throughput exploration of phase diagrams of multi-component organic blends

Computational Materials Science
2023-01 | Journal article
Contributors: Kiran Vaddi; Hao Liu; Balaji Sesha Sarath Pokuri; Baskar Ganapathysubramanian; Olga Wodo
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Crossref

Computational characterization of charge transport resiliency in molecular solids

Molecular Systems Design & Engineering
2022 | Journal article
Contributors: Balaji Sesha Sarath Pokuri; Sean M. Ryno; Ramin Noruzi; Chad Risko; Baskar Ganapathysubramanian
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Crossref
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Following the crystal growth of anthradithiophenes through atomistic molecular dynamics simulations and graph characterization

Molecular Systems Design & Engineering
2022 | Journal article
Contributors: Sean M. Ryno; Ramin Noruzi; Chamikara Karunasena; Balaji Sesha Sarath Pokuri; Shi Li; Baskar Ganapathysubramanian; Chad Risko
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Crossref
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Multi-fidelity machine learning models for structure–property mapping of organic electronics

Computational Materials Science
2022-10 | Journal article
Contributors: Chih-Hsuan Yang; Balaji Sesha Sarath Pokuri; Xian Yeow Lee; Sangeeth Balakrishnan; Chinmay Hegde; Soumik Sarkar; Baskar Ganapathysubramanian
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Crossref

Algorithm 1025: PARyOpt: A Software for P arallel A synchronous R emote Ba y esian Opt imization

ACM Transactions on Mathematical Software
2022-06-30 | Journal article
Contributors: Balaji Sesha Sarath Pokuri; Alec Lofquist; Chad Risko; Baskar Ganapathysubramanian
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Crossref

A graph based approach to model charge transport in semiconducting polymers

npj Computational Materials
2022-03-11 | Journal article
Contributors: Ramin Noruzi; Eunhee Lim; Balaji Sesha Sarath Pokuri; Michael L. Chabinyc; Baskar Ganapathysubramanian
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Crossref
grade
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Fast inverse design of microstructures via generative invariance networks

Nature Computational Science
2021 | Journal article
Contributors: Lee, Xian Yeow; Waite, Joshua R.; Yang, Chih-Hsuan; Pokuri, Balaji Sesha Sarath; Joshi, Ameya; Balu, Aditya; Hegde, Chinmay; Ganapathysubramanian, Baskar; Sarkar, Soumik
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Web of Science Researcher Profile Sync
grade
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InvNet: Encoding Geometric and Statistical Invariances in Deep Generative Models

AAAI Conference on Artificial Intelligence
2020 | Journal article
Contributors: Joshi, Ameya; Cho, Minsu; Shah, Viraj; Pokuri, Balaji; Sarkar, Soumik; Ganapathysubramanian, Baskar; Hegde, Chinmay
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Web of Science Researcher Profile Sync

Quantifying the effects of noise on early states of spinodal decomposition:

Uncertainty Quantification in Multiscale Materials Modeling
2020 | Journal article
Contributors: Spencer Pfeifer; Balaji Sesha Sarath Pokuri; Olga Wodo; Baskar Ganapathysubramanian
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Web of Science Researcher Profile Sync
grade
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Determination of the Free Energies of Mixing of Organic Solutions through a Combined Molecular Dynamics and Bayesian Statistics Approach

Journal of Chemical Information and Modeling
2020-01-29 | Journal article
Part of ISSN: 1549-960X
Source: Self-asserted source
Balaji Sesha Sarath Pokuri
grade
Preferred source (of 3)‎

Encoding invariances in deep generative models

arXiv
2019 | Other
EID:

2-s2.0-85094223573

Part of ISSN: 23318422
Contributors: Shah, V.; Joshi, A.; Ghosal, S.; Pokuri, B.; Sarkar, S.; Ganapathysubramanian, B.; Hegde, C.
Source: Self-asserted source
Balaji Sesha Sarath Pokuri via Scopus - Elsevier

Interpretable deep learning for guided microstructure-property explorations in photovoltaics

npj Computational Materials
2019-10-01 | Journal article
Contributors: Balaji Sesha Sarath Pokuri; Sambuddha Ghosal; Apurva Kokate; Soumik Sarkar; Baskar Ganapathysubramanian
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Crossref
grade
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GRATE: A framework and software for GRaph based Analysis of Transmission Electron Microscopy images of polymer films

Computational Materials Science
2019-06 | Journal article
Contributors: Balaji Sesha Sarath Pokuri; Jacob Stimes; Kathryn O’Hara; Michael L. Chabinyc; Baskar Ganapathysubramanian
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Crossref
grade
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Interpretable deep learning for guided structure-property explorations in photovoltaics

arXiv preprint arXiv:1811.06067
2018 | Journal article
Source: Self-asserted source
Balaji Sesha Sarath Pokuri

Morphological consequences of ligand exchange in quantum dot - Polymer solar cells

Organic Electronics: physics, materials, applications
2018 | Journal article
EID:

2-s2.0-85039451746

Contributors: Hickey, R.T.; Jedlicka, E.; Pokuri, B.S.S.; Colbert, A.E.; Bedolla-Valdez, Z.I.; Ganapathysubramanian, B.; Ginger, D.S.; Moulé, A.J.
Source: Self-asserted source
Balaji Sesha Sarath Pokuri via Scopus - Elsevier
grade
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PARyOpt: A software for parallel asynchronous remote Bayesian optimization

arXiv
2018 | Other
EID:

2-s2.0-85095202392

Part of ISSN: 23318422
Contributors: Pokuri, B.S.S.; Lofquist, A.; Risko, C.; Ganapathysubramanian, B.
Source: Self-asserted source
Balaji Sesha Sarath Pokuri via Scopus - Elsevier

Physics-aware Deep Generative Models for Creating Synthetic Microstructures

arXiv
2018 | Other
EID:

2-s2.0-85095174449

Part of ISSN: 23318422
Contributors: Singh, R.; Shah, V.; Pokuri, B.; Sarkar, S.; Ganapathysubramanian, B.; Hegde, C.
Source: Self-asserted source
Balaji Sesha Sarath Pokuri via Scopus - Elsevier

Physics-aware Deep Generative Models for Creating Synthetic Microstructures

arXiv preprint arXiv:1811.09669
2018 | Journal article
Source: Self-asserted source
Balaji Sesha Sarath Pokuri

Process optimization for microstructure-dependent properties in thin film organic electronics

Materials Discovery
2018 | Journal article
EID:

2-s2.0-85050117682

Contributors: Pfeifer, S.; Pokuri, B.S.S.; Du, P.; Ganapathysubramanian, B.
Source: Self-asserted source
Balaji Sesha Sarath Pokuri via Scopus - Elsevier
grade
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Nanoscale Morphology of Doctor Bladed versus Spin‐Coated Organic Photovoltaic Films

Advanced Energy Materials
2017-11 | Journal article
Contributors: Balaji Sesha Sarath Pokuri; Joseph Sit; Olga Wodo; Derya Baran; Tayebeh Ameri; Christoph J. Brabec; Adam J. Moule; Baskar Ganapathysubramanian
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Crossref
grade
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Morphology control in polymer blend fibers—a high throughput computing approach

Modelling and Simulation in Materials Science and Engineering
2016-08-01 | Journal article
Contributors: Balaji Sesha Sarath Pokuri; Baskar Ganapathysubramanian
Source: Self-asserted source
Balaji Sesha Sarath Pokuri via Crossref Metadata Search
grade
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Automated, high throughput exploration of process–structure–property relationships using the MapReduce paradigm

Materials Discovery
2015-01 | Journal article
Contributors: Olga Wodo; Jaroslaw Zola; Balaji Sesha Sarath Pokuri; Pengfei Du; Baskar Ganapathysubramanian
Source: Self-asserted source
Balaji Sesha Sarath Pokuri via Crossref Metadata Search
grade
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Peer review (14 reviews for 9 publications/grants)

Review activity for ACS omega. (1)
Review activity for Advanced theory and simulations. (1)
Review activity for Chemistry of materials. (2)
Review activity for Data. (1)
Review activity for Electronics. (2)
Review activity for Engineering with computers. (2)
Review activity for Information. (1)
Review activity for Logistics. (1)
Review activity for Mathematics. (3)