Siddharth Goyal

Punjab Institute of Medical Sciences — India

Engineering · Physical Sciences

22h-index6.5kcitations54works12.32yr avg
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Research Topics

Building Energy and Comfort Optimization(13), Machine Learning in Materials Science(10), Smart Grid Energy Management(8), Natural Language Processing Techniques(6), Topic Modeling(5)

Publications53 total

Retrospective Analysis of Complications in Central Venous Catheter Insertions: A Single Centre Experience in India
Indian Journal of Vascular and Endovascular Surgery·2025Open Access
Chawla’s modified Griggs percutaneous tracheostomy: A safe, cost-effective alternative for resource-limited intensive care units
International Journal of Critical Illness and Injury Science·2025Open Access
InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis
2024· 37 citedOpen Access
A RARE CASE OF VITAMIN D DEFICIENCY PRESENTING AS QUADRIPARESIS
INDIAN JOURNAL OF APPLIED RESEARCH·2023
InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis
arXiv (Cornell University)·2023· 3 citedOpen Access
The Open Catalyst 2022 (OC22) Dataset and Challenges for Oxide Electrocatalysts
ACS Catalysis·2023· 253 cited
Proceedings of the First Workshop on Cross-Cultural Considerations in NLP (C3NLP)
2023· 5 citedOpen Access
“John is 50 years old, can his son be 65?” Evaluating NLP Models’ Understanding of Feasibility
2023· 5 citedOpen Access
"John is 50 years old, can his son be 65?" Evaluating NLP Models' Understanding of Feasibility
arXiv (Cornell University)·2022Open Access
The Open Catalyst 2022 (OC22) Dataset and Challenges for Oxide Electrocatalysts
arXiv (Cornell University)·2022· 13 citedOpen Access
Transfer learning using attentions across atomic systems with graph neural networks (TAAG)
The Journal of Chemical Physics·2022· 31 cited
Optimal Resource Allocation during Epidemics using Reinforcement Learning
2022
Towards Training Billion Parameter Graph Neural Networks for Atomic Simulations
arXiv (Cornell University)·2022· 9 citedOpen Access
Correction to “The Open Catalyst 2020 (OC20) Dataset and Community Challenges”
ACS Catalysis·2021· 14 cited
Advanced Controls for Intelligent Buildings: A Holistic Approach for Successful Businesses
2021· 1 cited
Advanced Controls for Intelligent Buildings
2021· 4 cited
Open Catalyst 2020 (OC20) Dataset and Community Challenges
ACS Catalysis·2021· 639 citedOpen Access
ForceNet: A Graph Neural Network for Large-Scale Quantum Chemistry Simulation
2021· 1 cited
Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences
Proceedings of the National Academy of Sciences·2021· 2.8k citedOpen Access
ForceNet: A Graph Neural Network for Large-Scale Quantum Calculations
arXiv (Cornell University)·2021· 24 citedOpen Access
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Frequent Co-authors

C. Lawrence Zitnick(13), Prabir Barooah(11), Abhishek Das(10), Muhammed Shuaibi(9), Anuroop Sriram(9), Zachary W. Ulissi(7), Javier Heras‐Domingo(6), Weihua Hu(6), Brandon M. Wood(6), Devi Parikh(6), Demi Guo(4), Thibaut Lavril(4), Morgane Rivière(4), Kevin Tran(4), Aini Palizhati(4), Junwoong Yoon(4), Onur Çelebi(4), Kevin Scaria(4), Himanshu Gupta(4), Swaroop Mishra(4)