Umesh Timalsina

According to our database, Umesh Timalsina authored at least 16 papers between 2019 and 2026.

Collaborative distances:

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

2026

A Theory-Guided LLM Pedagogical Agent for STEM+C Scaffolding Without Over-Reliance.

Clayton Cohn, Surya Rayala, Siyuan Guo, Hanchen David Wang, Naveeduddin Mohammed, Umesh Timalsina, Shruti Jain, Ryan Li, Angela Eeds, Menton M. Deweese, Pamela Osborn Popp, Rebekah Stanton, Shakeera Walker, Ashwin T. S., Meiyi Ma, Gautam Biswas

CoRR, May, 2026

Evidence-Decision-Feedback: Theory-Driven Adaptive Scaffolding for LLM Agents.

Clayton Cohn, Siyuan Guo, Surya Rayala, Hanchen David Wang, Naveeduddin Mohammed, Umesh Timalsina, Shruti Jain, Angela Eeds, Menton M. Deweese, Pamela Osborn Popp, Rebekah Stanton, Shakeera Walker, Meiyi Ma, Gautam Biswas

CoRR, February, 2026

The Role of LLM-Powered Conversational Agents in Supporting Inquiry in a Narrative-Centered Learning Environment: A Learning Analytics Study.

Namrata Srivastava, Megan Humburg, Sarah K. Burriss, Shruti Jain, Clayton Cohn, Yeo Jin Kim, Umesh Timalsina, Joshua A. Danish, Cindy E. Hmelo-Silver, Krista D. Glazewski, James C. Lester, Gautam Biswas

Proceedings of the LAK26: 16th International Learning Analytics and Knowledge Conference, 2026

2025

LearnLens: An AI-Enhanced Dashboard to Support Teachers in Open-Ended Classrooms.

Namrata Srivastava, Shruti Jain, Clayton Cohn, Naveeduddin Mohammed, Umesh Timalsina, Gautam Biswas

CoRR, September, 2025

Personalizing Student-Agent Interactions Using Log-Contextualized Retrieval Augmented Generation (RAG).

Clayton Cohn, Surya Rayala, Caitlin Snyder, Joyce Horn Fonteles, Shruti Jain, Naveeduddin Mohammed, Umesh Timalsina, Sarah K. Burriss, Ashwin T. S., Namrata Srivastava, Menton M. Deweese, Angela Eeds, Gautam Biswas

CoRR, May, 2025

Challenges of Applying Computer Vision for Emotion Detection in Educational Settings: A Study on Bias.

T. S. Ashwin, Nihar Sanda, Umesh Timalsina, Gautam Biswas

Proceedings of the Artificial Intelligence in Education - 26th International Conference, 2025

2024

Anvil: An integration of artificial intelligence, sampling techniques, and a combined CAD-CFD tool.

Harsh Vardhan, Umesh Timalsina, Michael Sandborn, David Hyde, Péter Völgyesi, Janos Sztipanovits

CoRR, 2024

3D Gaze Tracking for Studying Collaborative Interactions in Mixed-Reality Environments.

Eduardo Davalos, Yike Zhang, Ashwin T. S., Joyce Horn Fonteles, Umesh Timalsina, Guatam Biswas

CoRR, 2024

3D Gaze Tracking for Studying Collaborative Interactions in Mixed-Reality Environments.

Eduardo Davalos, Yike Zhang, Ashwin T. S., Joyce Horn Fonteles, Umesh Timalsina, Gautam Biswas

Proceedings of the Companion Proceedings of the 26th International Conference on Multimodal Interaction, 2024

2023

MoSDeF-GOMC: Python Software for the Creation of Scientific Workflows for the Monte Carlo Simulation Engine GOMC.

Brad Crawford, Umesh Timalsina, Co D. Quach, Nicholas C. Craven, Justin B. Gilmer, Clare McCabe, Peter T. Cummings, Jeffrey J. Potoff

J. Chem. Inf. Model., February, 2023

Sample-Efficient and Surrogate-Based Design Optimization of Underwater Vehicle Hulls.

Harsh Vardhan, David Hyde, Umesh Timalsina, Péter Völgyesi, Janos Sztipanovits

CoRR, 2023

ChimeraPy: A Scientific Distributed Streaming Framework for Real-time Multimodal Data Retrieval and Processing.

Eduardo Davalos, Umesh Timalsina, Yike Zhang, Jiayi Wu, Joyce Horn Fonteles, Gautam Biswas

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Data efficient surrogate modeling for engineering design: Ensemble-free batch mode deep active learning for regression.

Harsh Vardhan, Umesh Timalsina, Péter Völgyesi, Janos Sztipanovits

CoRR, 2022

DeepForge for astronomy: Deep learning SDSS redshifts from images.

Umesh Timalsina, Brian Broll, K. Moore, Tamás Budavári, Ákos Lédeczi

Astron. Comput., 2022

2020

A Machine Learning Gateway for Scientific Workflow Design.

Brian Broll, Umesh Timalsina, Péter Völgyesi, Tamás Budavári, Ákos Lédeczi, Manuel E. Acacio Sanchez

Sci. Program., 2020

2019

Incentivizing Services Sharing in IoT with OSGi and HashGraph.

Umesh Timalsina, Andy Wang

Proceedings of the 2nd International Conference on Data Intelligence and Security, 2019