Rishikesh Magar

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 22

Top Topics

Convolutional Neural Network

Ultrasound Images

Prediction Accuracy

Top Venues

J. Chem. Inf. Model.

Comput. Biol. Medicine

Publications

Hongshuo Huang, Rishikesh Magar, Amir Barati Farimani
Pretraining Strategies for Structure Agnostic Material Property Prediction. J. Chem. Inf. Model. 64 (3) (2024)
Seongwon Kim, Parisa Mollaei, Akshay Antony, Rishikesh Magar, Amir Barati Farimani
GPCR-BERT: Interpreting Sequential Design of G Protein-Coupled Receptors Using Protein Language Models. J. Chem. Inf. Model. 64 (4) (2024)
Janghoon Ock, Rishikesh Magar, Akshay Antony, Amir Barati Farimani
Multimodal Language and Graph Learning of Adsorption Configuration in Catalysis. CoRR (2024)
Suryanarayanan Balaji, Rishikesh Magar, Yayati Jadhav, Amir Barati Farimani
GPT-MolBERTa: GPT Molecular Features Language Model for molecular property prediction. CoRR (2023)
Akshay Antony, Chakradhar Guntuboina, Rishikesh Magar, Lalit Ghule, Ruchit Doshi, Aman Khalid, Sharan Seshadri, Amir Barati Farimani
ManufacturingNet: A machine learning toolbox for engineers. SoftwareX 23 (2023)
Seongwon Kim, Parisa Mollaei, Akshay Antony, Rishikesh Magar, Amir Barati Farimani
GPCR-BERT: Interpreting Sequential Design of G Protein Coupled Receptors Using Protein Language Models. CoRR (2023)
Hongshuo Huang, Rishikesh Magar, Changwen Xu, Amir Barati Farimani
Materials Informatics Transformer: A Language Model for Interpretable Materials Properties Prediction. CoRR (2023)
Rishikesh Magar, Yuyang Wang, Cooper Lorsung, Chen Liang, Hariharan Ramasubramanian, Peiyuan Li, Amir Barati Farimani
AugLiChem: data augmentation library of chemical structures for machine learning. Mach. Learn. Sci. Technol. 3 (4) (2022)
Lu Xu, Rishikesh Magar, Amir Barati Farimani
Forecasting COVID-19 new cases using deep learning methods. Comput. Biol. Medicine 144 (2022)
Rishikesh Magar, Yuyang Wang, Amir Barati Farimani
Crystal Twins: Self-supervised Learning for Crystalline Material Property Prediction. CoRR (2022)
Gautam Rajendrakumar Gare, Jiayuan Li, Rohan Joshi, Rishikesh Magar, Mrunal Prashant Vaze, Michael Yousefpour, Ricardo Luis Rodriguez, John Michael Galeotti
W-Net: Dense and diagnostic semantic segmentation of subcutaneous and breast tissue in ultrasound images by incorporating ultrasound RF waveform data. Medical Image Anal. 76 (2022)
Yuyang Wang, Rishikesh Magar, Chen Liang, Amir Barati Farimani
Improving Molecular Contrastive Learning via Faulty Negative Mitigation and Decomposed Fragment Contrast. J. Chem. Inf. Model. 62 (11) (2022)
Yuyang Wang, Rishikesh Magar, Chen Liang, Amir Barati Farimani
Improving Molecular Contrastive Learning via Faulty Negative Mitigation and Decomposed Fragment Contrast. CoRR (2022)
Zhonglin Cao, Rishikesh Magar, Yuyang Wang, Amir Barati Farimani
MOFormer: Self-Supervised Transformer model for Metal-Organic Framework Property Prediction. CoRR (2022)
Phil M. Smith, Indorica Sutradhar, Maxwell Telmer, Rishikesh Magar, Amir Barati Farimani, B. Reeja-Jayan
Isolating Specific vs. Non-Specific Binding Responses in Conducting Polymer Biosensors for Bio-Fingerprinting. Sensors 21 (19) (2021)
Rishikesh Magar, Lalit Ghule, Junhan Li, Yang Zhao, Amir Barati Farimani
FaultNet: A Deep Convolutional Neural Network for Bearing Fault Classification. IEEE Access 9 (2021)
Rishikesh Magar, Yuyang Wang, Cooper Lorsung, Chen Liang, Hariharan Ramasubramanian, Peiyuan Li, Amir Barati Farimani
AugLiChem: Data Augmentation Library ofChemical Structures for Machine Learning. CoRR (2021)
Baishali Mullick, Rishikesh Magar, Aastha Jhunjhunwala, Amir Barati Farimani
Understanding mutation hotspots for the SARS-CoV-2 spike protein using Shannon Entropy and K-means clustering. Comput. Biol. Medicine 138 (2021)
Mohammadreza Karamad, Rishikesh Magar, Yuting Shi, Samira Siahrostami, Ian D. Gates, Amir Barati Farimani
Orbital Graph Convolutional Neural Network for Material Property Prediction. CoRR (2020)
Gautam Rajendrakumar Gare, Jiayuan Li, Rohan Joshi, Mrunal Prashant Vaze, Rishikesh Magar, Michael Yousefpour, Ricardo Luis Rodriguez, John Michael Galeotti
W-Net: Dense Semantic Segmentation of Subcutaneous Tissue in Ultrasound Images by Expanding U-Net to Incorporate Ultrasound RF Waveform Data. CoRR (2020)
Rishikesh Magar, Lalit Ghule, Junhan Li, Yang Zhao, Amir Barati Farimani
FaultNet: A Deep Convolutional Neural Network for bearing fault classification. CoRR (2020)
Rishikesh Magar, Prakarsh Yadav, Amir Barati Farimani
Potential Neutralizing Antibodies Discovered for Novel Corona Virus Using Machine Learning. CoRR (2020)