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Venkataramana Runkana — most-cited papers & profile · AI for Science
← authors
·
overview
Venkataramana Runkana
17
papers ·
14
citations ·
19
h-index
Tennessee Cancer Specialists · Tata Consultancy Services (India)
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Most-cited papers
Symbolic Regression for PDEs using Pruned Differentiable Programs
2023 · 2 citations
AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up
2025 · 1 citations
HyperLoRA for PDEs
2023 · 1 citations
Vision HgNN: An Electron-Micrograph is Worth Hypergraph of Hypernodes
2024 · 1 citations
Cross-Modal Learning for Chemistry Property Prediction: Large Language Models Meet Graph Machine Learning
2024 · 1 citations
Multi-Modal Instruction-Tuning Small-Scale Language-and-Vision Assistant for Semiconductor Electron Micrograph Analysis
2024 · 1 citations
Crossing New Frontiers: Knowledge-Augmented Large Language Model Prompting for Zero-Shot Text-Based De Novo Molecule Design
2024
Preliminary Investigations of a Multi-Faceted Robust and Synergistic Approach in Semiconductor Electron Micrograph Analysis: Integrating Vision Transformers with Large Language and Multimodal Models
2024
Hierarchical Network Fusion for Multi-Modal Electron Micrograph Representation Learning with Foundational Large Language Models
2024
Sparks of Artificial General Intelligence(AGI) in Semiconductor Material Science: Early Explorations into the Next Frontier of Generative AI-Assisted Electron Micrograph Analysis
2024
Top co-authors
Sakhinana Sagar Srinivas
· 8
Geethan Sannidhi
· 4
Sreeja Gangasani
· 3
Anirudh Deodhar
· 2
Chidaksh Ravuru
· 2
Lovekesh Vig
· 2
Ritam Majumdar
· 2
Shirish Karande
· 2
Vishal Jadhav
· 2
Rajat Kumar Sarkar
· 1
Shivam Gupta
· 1
Topics
Materials
Physics ML
Chemistry
Math & Equations
Drug Discovery