Rishikesh Magar

25 papers Journal 25

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	MOFGPT: Generative Design of Metal-Organic Frameworks using Language Models. CoRR Srivathsan Badrinarayanan, Rishikesh Magar, Akshay Antony, Radheesh Sharma Meda, Amir Barati Farimani
2025	J	`jnl`	MOFGPT: Generative Design of Metal-Organic Frameworks using Language Models. J. Chem. Inf. Model. Srivathsan Badrinarayanan, Rishikesh Magar, Akshay Antony, Radheesh Sharma Meda, Amir Barati Farimani
2024	J	`jnl`	GPCR-BERT: Interpreting Sequential Design of G Protein-Coupled Receptors Using Protein Language Models. J. Chem. Inf. Model. Seongwon Kim, Parisa Mollaei, Akshay Antony, Rishikesh Magar, Amir Barati Farimani
2024	J	`jnl`	Multimodal Language and Graph Learning of Adsorption Configuration in Catalysis. CoRR Janghoon Ock, Rishikesh Magar, Akshay Antony, Amir Barati Farimani
2024	J	`jnl`	Multimodal language and graph learning of adsorption configuration in catalysis. Nat. Mac. Intell. Janghoon Ock, Srivathsan Badrinarayanan, Rishikesh Magar, Akshay Antony, Amir Barati Farimani
2024	J	`jnl`	Pretraining Strategies for Structure Agnostic Material Property Prediction. J. Chem. Inf. Model. Hongshuo Huang, Rishikesh Magar, Amir Barati Farimani
2023	J	`jnl`	GPCR-BERT: Interpreting Sequential Design of G Protein Coupled Receptors Using Protein Language Models. CoRR Seongwon Kim, Parisa Mollaei, Akshay Antony, Rishikesh Magar, Amir Barati Farimani
2023	J	`jnl`	GPT-MolBERTa: GPT Molecular Features Language Model for molecular property prediction. CoRR Suryanarayanan Balaji, Rishikesh Magar, Yayati Jadhav, Amir Barati Farimani
2023	J	`jnl`	ManufacturingNet: A machine learning toolbox for engineers. SoftwareX Akshay Antony, Chakradhar Guntuboina, Rishikesh Magar, Lalit Ghule, Ruchit Doshi, Aman Khalid, Sharan Seshadri, Amir Barati Farimani
2023	J	`jnl`	Materials Informatics Transformer: A Language Model for Interpretable Materials Properties Prediction. CoRR Hongshuo Huang, Rishikesh Magar, Changwen Xu, Amir Barati Farimani
2022	J	`jnl`	AugLiChem: data augmentation library of chemical structures for machine learning. Mach. Learn. Sci. Technol. Rishikesh Magar, Yuyang Wang, Cooper Lorsung, Chen Liang, Hariharan Ramasubramanian, Peiyuan Li, Amir Barati Farimani
2022	J	`jnl`	Crystal Twins: Self-supervised Learning for Crystalline Material Property Prediction. CoRR Rishikesh Magar, Yuyang Wang, Amir Barati Farimani
2022	J	`jnl`	Forecasting COVID-19 new cases using deep learning methods. Comput. Biol. Medicine Lu Xu, Rishikesh Magar, Amir Barati Farimani
2022	J	`jnl`	Improving Molecular Contrastive Learning via Faulty Negative Mitigation and Decomposed Fragment Contrast. CoRR Yuyang Wang, Rishikesh Magar, Chen Liang, Amir Barati Farimani
2022	J	`jnl`	Improving Molecular Contrastive Learning via Faulty Negative Mitigation and Decomposed Fragment Contrast. J. Chem. Inf. Model. Yuyang Wang, Rishikesh Magar, Chen Liang, Amir Barati Farimani
2022	J	`jnl`	MOFormer: Self-Supervised Transformer model for Metal-Organic Framework Property Prediction. CoRR Zhonglin Cao, Rishikesh Magar, Yuyang Wang, Amir Barati Farimani
2022	J	`jnl`	W-Net: Dense and diagnostic semantic segmentation of subcutaneous and breast tissue in ultrasound images by incorporating ultrasound RF waveform data. Medical Image Anal. Gautam Rajendrakumar Gare, Jiayuan Li, Rohan Joshi, Rishikesh Magar, Mrunal Prashant Vaze, Michael Yousefpour, Ricardo Luis Rodriguez, John Michael Galeotti
2021	J	`jnl`	AugLiChem: Data Augmentation Library ofChemical Structures for Machine Learning. CoRR Rishikesh Magar, Yuyang Wang, Cooper Lorsung, Chen Liang, Hariharan Ramasubramanian, Peiyuan Li, Amir Barati Farimani
2021	J	`jnl`	FaultNet: A Deep Convolutional Neural Network for Bearing Fault Classification. IEEE Access Rishikesh Magar, Lalit Ghule, Junhan Li, Yang Zhao, Amir Barati Farimani
2021	J	`jnl`	Isolating Specific vs. Non-Specific Binding Responses in Conducting Polymer Biosensors for Bio-Fingerprinting. Sensors Phil M. Smith, Indorica Sutradhar, Maxwell Telmer, Rishikesh Magar, Amir Barati Farimani, B. Reeja-Jayan
2021	J	`jnl`	Understanding mutation hotspots for the SARS-CoV-2 spike protein using Shannon Entropy and K-means clustering. Comput. Biol. Medicine Baishali Mullick, Rishikesh Magar, Aastha Jhunjhunwala, Amir Barati Farimani
2020	J	`jnl`	FaultNet: A Deep Convolutional Neural Network for bearing fault classification. CoRR Rishikesh Magar, Lalit Ghule, Junhan Li, Yang Zhao, Amir Barati Farimani
2020	J	`jnl`	Orbital Graph Convolutional Neural Network for Material Property Prediction. CoRR Mohammadreza Karamad, Rishikesh Magar, Yuting Shi, Samira Siahrostami, Ian Donald Gates, Amir Barati Farimani
2020	J	`jnl`	Potential Neutralizing Antibodies Discovered for Novel Corona Virus Using Machine Learning. CoRR Rishikesh Magar, Prakarsh Yadav, Amir Barati Farimani
2020	J	`jnl`	W-Net: Dense Semantic Segmentation of Subcutaneous Tissue in Ultrasound Images by Expanding U-Net to Incorporate Ultrasound RF Waveform Data. CoRR Gautam Rajendrakumar Gare, Jiayuan Li, Rohan Joshi, Mrunal Prashant Vaze, Rishikesh Magar, Michael Yousefpour, Ricardo Luis Rodriguez, John Michael Galeotti