216 citations · 221 across the 8 of their papers we have counts for
10 papers
EdgeLLM-Nano: Auditing Polar-Guided Key-Cache Compression and Consistency-Anchored Pruning on a 33.6 MB On-Device Language Model
S M Mahbub Murshed, Hayden Bright, Rezaul Karim +1
Deploying language models (LMs) on the edge presents unique memory, latency, and power challenges absent in high-performance computing. KV-cache compression emerges as a promising…
AQVolt26: High-Temperature rSCAN Halide Dataset for Universal ML Potentials and Solid-State Batteries
Jiyoon Kim, Chuhong Wang, Aayush R. Singh +6
The demand for safe, high-energy-density batteries has spotlighted halide solid-state electrolytes, which offer the potential for enhanced ionic mobility, electrochemical stability…
Electronic structure prediction of medium and high entropy alloys across composition space
Shashank Pathrudkar, Stephanie Taylor, Abhishek Keripale +6
We propose machine learning (ML) models to predict the electron density -- the fundamental unknown of a material's ground state -- across the composition space of concentrated allo…
Entanglement and coherence in pure and doped Posner molecules
Betony Adams, Ilya Sinayskiy, Shivang Agarwal +1
The potential role of spin in biological systems is a primary topic in quantum biology. However, much of this research focuses on electron spin. A recent hypothesis suggests that n…
Electronic Structure Prediction of Multi-million Atom Systems Through Uncertainty Quantification Enabled Transfer Learning
Shashank Pathrudkar, Ponkrshnan Thiagarajan, Shivang Agarwal +2
The ground state electron density -- obtainable using Kohn-Sham Density Functional Theory (KS-DFT) simulations -- contains a wealth of material information, making its prediction v…
Carbon Kagome Nanotubes -- quasi-one-dimensional nanostructures with flat bands
Hsuan Ming Yu, Shivam Sharma, Shivang Agarwal +2
We introduce carbon Kagome nanotubes (CKNTs) -- a new allotrope of carbon formed by rolling up sheets of Kagome graphene, and investigate the properties of this material using firs…
The Biological Qubit: Calcium Phosphate Dimers, not Trimers
Shivang Agarwal, Daniel R. Kattnig, Clarice D. Aiello +1
The Posner molecule (calcium phosphate trimer), has been hypothesized to function as a biological quantum information processor due to its supposedly long-lived entangled P…
Solution of the Schrodinger equation for quasi-one-dimensional materials using helical waves
Shivang Agarwal, Amartya S. Banerjee
We formulate and implement a spectral method for solving the Schrodinger equation, as it applies to quasi-one-dimensional materials and structures. This allows for computation of t…
The Dynamical Ensemble of the Posner Molecule is not Symmetric
Shivang Agarwal, Clarice D. Aiello, Daniel R. Kattnig +1
The Posner molecule, , has long been recognized to have biochemical relevance in various physiological processes. It has found recent attention for its…
A Chirality-Based Quantum Leap
Clarice D. Aiello, Muneer Abbas, John M. Abendroth +41
Chiral degrees of freedom occur in matter and in electromagnetic fields and constitute an area of research that is experiencing renewed interest driven by recent observations of th…