Harsh Sharma
- Beyond Sensor Data: Foundation Models of Behavioral Data from Wearables Improve Health Predictions
2025/06/30 by Eray Erturk, Fahad Kamran, Erturk, Eray +17 · 15 voices · 8 citations
Computer Science · Engineering · Psychology · #Advanced Sensor and Energy Harvesting Materials #Context-Aware Activity Recognition Systems #Emotion and Mood Recognition #cs.AI #cs.LG
- Preserving Lagrangian structure in data-driven reduced-order modeling of large-scale dynamical systems
2022/03/12 by Harsh Sharma, Boris Kramer, Sharma, Harsh +1 · 5 citations
Computer Science · Engineering · Physics and Astronomy · #FOS: Mathematics #Model Reduction and Neural Networks #Modeling and Simulation Systems #Numerical Analysis (math.NA) #Real-time simulation and control systems
- Symplectic model reduction of Hamiltonian systems using data-driven quadratic manifolds
2023/05/24 by Harsh Sharma, Hongliang Mu, Sharma, Harsh +9 · 4 citations
Mathematics · Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Mathematical Physics (math-ph) #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Numerical methods for differential equations
- A Heterogeneous Chiplet Architecture for Accelerating End-to-End Transformer Models
2023/12/18 by Harsh Sharma, Sharma, Harsh, Pratyush Dhingra +7 · 4 citations
Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Interconnection Networks and Systems
- NVIDIA Nemotron Nano 2: An Accurate and Efficient Hybrid Mamba-Transformer Reasoning Model
2025/08/20 by NVIDIA, :, Aarti Basant +305 · 23 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
- Hamiltonian Operator Inference: Physics-preserving Learning of Reduced-order Models for Canonical Hamiltonian Systems
2021/07/27 by Harsh Sharma, Sharma, Harsh, Zhu Wang +3 · 2 citations
Computer Science · Mathematics · Physics and Astronomy · #Dynamical Systems (math.DS) #FOS: Mathematics #Model Reduction and Neural Networks #Modeling and Simulation Systems #Numerical Analysis (math.NA) #Numerical methods for differential equations
- Nemotron 3 Nano: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning
2025/12/23 by NVIDIA, Aaron Blakeman, : +623 · 1 voice · 2 citations
#cs.CL #cs.AI #cs.LG
- MFIT: Multi-Fidelity Thermal Modeling for 2.5D and 3D Multi-Chiplet Architectures
2024/10/11 by Lukas Pfromm, Pfromm, Lukas, Alish Kanani +15 · 3 citations
Engineering · Materials Science · #3D IC and TSV technologies #Electronic Packaging and Soldering Technologies #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Thermal properties of materials