Rishikesh Magar

According to our database, Rishikesh Magar authored at least 19 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

GPCR-BERT: Interpreting Sequential Design of G Protein-Coupled Receptors Using Protein Language Models.

Seongwon Kim, Parisa Mollaei, Akshay Antony, Rishikesh Magar, Amir Barati Farimani

J. Chem. Inf. Model., February, 2024

Pretraining Strategies for Structure Agnostic Material Property Prediction.

Hongshuo Huang, Rishikesh Magar, Amir Barati Farimani

J. Chem. Inf. Model., 2024

Multimodal Language and Graph Learning of Adsorption Configuration in Catalysis.

Janghoon Ock, Rishikesh Magar, Akshay Antony, Amir Barati Farimani

CoRR, 2024

2023

ManufacturingNet: A machine learning toolbox for engineers.

Akshay Antony, Chakradhar Guntuboina, Rishikesh Magar, Lalit Ghule, Ruchit Doshi, Aman Khalid, Sharan Seshadri, Amir Barati Farimani

SoftwareX, July, 2023

GPT-MolBERTa: GPT Molecular Features Language Model for molecular property prediction.

Suryanarayanan Balaji, Rishikesh Magar, Yayati Jadhav, Amir Barati Farimani

CoRR, 2023

Materials Informatics Transformer: A Language Model for Interpretable Materials Properties Prediction.

Hongshuo Huang, Rishikesh Magar, Changwen Xu, Amir Barati Farimani

CoRR, 2023

2022

AugLiChem: data augmentation library of chemical structures for machine learning.

Rishikesh Magar, Yuyang Wang, Cooper Lorsung, Chen Liang, Hariharan Ramasubramanian, Peiyuan Li, Amir Barati Farimani

Mach. Learn. Sci. Technol., December, 2022

W-Net: Dense and diagnostic semantic segmentation of subcutaneous and breast tissue in ultrasound images by incorporating ultrasound RF waveform data.

Gautam Rajendrakumar Gare, Jiayuan Li, Rohan Joshi, Rishikesh Magar, Mrunal Prashant Vaze, Michael Yousefpour, Ricardo Luis Rodriguez, John Michael Galeotti

Medical Image Anal., 2022

Improving Molecular Contrastive Learning via Faulty Negative Mitigation and Decomposed Fragment Contrast.

Yuyang Wang, Rishikesh Magar, Chen Liang, Amir Barati Farimani

J. Chem. Inf. Model., 2022

MOFormer: Self-Supervised Transformer model for Metal-Organic Framework Property Prediction.

Zhonglin Cao, Rishikesh Magar, Yuyang Wang, Amir Barati Farimani

CoRR, 2022

Crystal Twins: Self-supervised Learning for Crystalline Material Property Prediction.

Rishikesh Magar, Yuyang Wang, Amir Barati Farimani

CoRR, 2022

Forecasting COVID-19 new cases using deep learning methods.

Lu Xu, Rishikesh Magar, Amir Barati Farimani

Comput. Biol. Medicine, 2022

2021

Isolating Specific vs. Non-Specific Binding Responses in Conducting Polymer Biosensors for Bio-Fingerprinting.

Phil M. Smith, Indorica Sutradhar, Maxwell Telmer, Rishikesh Magar, Amir Barati Farimani, B. Reeja-Jayan

Sensors, 2021

AugLiChem: Data Augmentation Library ofChemical Structures for Machine Learning.

Rishikesh Magar, Yuyang Wang, Cooper Lorsung, Chen Liang, Hariharan Ramasubramanian, Peiyuan Li, Amir Barati Farimani

CoRR, 2021

Understanding mutation hotspots for the SARS-CoV-2 spike protein using Shannon Entropy and K-means clustering.

Baishali Mullick, Rishikesh Magar, Aastha Jhunjhunwala, Amir Barati Farimani

Comput. Biol. Medicine, 2021

FaultNet: A Deep Convolutional Neural Network for Bearing Fault Classification.

Rishikesh Magar, Lalit Ghule, Junhan Li, Yang Zhao, Amir Barati Farimani

IEEE Access, 2021

2020

W-Net: Dense Semantic Segmentation of Subcutaneous Tissue in Ultrasound Images by Expanding U-Net to Incorporate Ultrasound RF Waveform Data.

Gautam Rajendrakumar Gare, Jiayuan Li, Rohan Joshi, Mrunal Prashant Vaze, Rishikesh Magar, Michael Yousefpour, Ricardo Luis Rodriguez, John Michael Galeotti

CoRR, 2020

Orbital Graph Convolutional Neural Network for Material Property Prediction.

Mohammadreza Karamad, Rishikesh Magar, Yuting Shi, Samira Siahrostami, Ian D. Gates, Amir Barati Farimani

CoRR, 2020

Potential Neutralizing Antibodies Discovered for Novel Corona Virus Using Machine Learning.

Rishikesh Magar, Prakarsh Yadav, Amir Barati Farimani

CoRR, 2020