June 2024 Publications

June 6, 2024

Adversarially-robust representation learning? Benefits of school buses? Triple-dearomative photocycloaddition?? A selection of recent publications featuring research using the MGHPCC.

Arnold, Julian et al (2024), Phase Transitions in the Output Distribution of Large Language Models, arXiv: 2405.17088 [cs.LG] 

Bagherian, Hengameh et al (2024), Stepping into the Forest: Confronting Interacting Radiation Models for the Hubble Tension with Lyman-α Data, arXiv: 2405.17554 [astro-ph.CO] 

Beldon, Blaket et al (2024), Infinite Limits of Multi-head Transformer Dynamics, arXiv: 2405.15712 [stat.ML] 

Benjamin, Stuart Royce Sands et al (2024), Macroscopic trends of linear tearing stability in cylindrical current profiles, IOPScince Plasma Physics and Controlled Fusion, doi: 10.1088/1361-6587/ad4e68 

Castrillón-Candás, J.E. (2024), Spatial best linear unbiased prediction: a computational mathematics approach for high dimensional massive datasets, Adv Comput Math, doi: 10.1007/s10444-024-10132-9

Choma, Ernani F. et al (2024), Adopting electric school buses in the United States: Health and climate benefits, PNAS, doi: 10.1073/pnas.2320338121 

Edwards, Scott V. et al (2024), A nuclear genome assembly of an extinct flightless bird, the little bush moa, Science Advances, doi: 10.1126/sciadv.adj6823

Faggoli, Guglielmo et al (2024), Testing eccentric corrections to the radiation-reaction force in the test-mass limit of effective-one-body models, arXiv: 2405.19006 [gr-qc]  

Gray, Dodd et al (2024) Inverse Design for Waveguide Dispersion with a Differentiable Mode Solver arXiv: 2405.10901 [physics.optics] 

Gupta, Sharut et al (2024), In-Context Symmetries: Self-Supervised Learning through Contextual World Models, arXiv: 2405.18193 [cs.LG] 

Han, Seungwook et al (2024), Value Augmented Sampling for Language Model Alignment and Personalization, arXiv: 2405.06639 [cs.LG]  

Hod, Shlomi et al (2024), Differentially Private Release of Israel’s National Registry of Live Births, arXiv: 2405.00267 [cs.CR] 

Ji, Kaijie et al (2024), Triple-Dearomative Photocycloaddition: A Strategy to Construct Caged Molecular Frameworks, J. Am. Chem. Soc., doi: 10.1021/jacs.4c02674 

Kim, Hyeongjin and Anatoli Polkovnikov (2024), Integrability as an attractor of adiabatic flows, Physical Review B, doi: 10.1103/PhysRevB.109.195162

Jung, Inkee and Siu-Cheong Lau (2024), A Logifold Structure on Measure Spaces, arXiv: 2405.05492 [math.DG] 

Martınez-Sanchez, Alvaro et al (2024), Decomposing causality into its synergistic, unique, and redundant components, arXiv: 2405.12411 [] 

Matzelle, M. et al (2024), Recycling failed photoelectrons via tertiary photoemission, arXiv: 2405.06141 

McDonald, Matthew A. et al (2024), Calibration-free reaction yield quantification by HPLC with a machine-learning model of extinction coefficients, Chem. Sci., doi: 10.1039/D4SC01881H 

Melcer, Daniel et al (2024), Shield Decentralization for Safe Reinforcement Learning in General Partially Observable Multi-Agent Environments, AAMAS ’24: Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, doi: 10.5555/3635637.3663168

Osadchey Brown, Reilly et al (2024), Complete Computational Reaction Mechanism for Foldamer-Catalyzed Aldol Condensation, ACS Catal., doi: 10.1021/acscatal.4c00937

Pizzochero, Michele et al (2024), One-Dimensional Magnetic Conduction Channels across Zigzag Graphene Nanoribbon/Hexagonal Boron Nitride Heterojunctions, Nano Letters, doi: 10.1021/acs.nanolett.4c00920

Portela, Tifanny et al (2024), Learning Force Control for Legged Manipulation, arXiv:2405.01402 [cs.RO] 

Sargurupremraj, Muralidharan et al (2024), Genetic Complexities of Cerebral Small Vessel Disease, Blood Pressure, and Dementia, JAMA Network Open, doi: 10.1001/jamanetworkopen.2024.12824

Sato, Shoyo et al (2024), An ultraconserved element probe set for velvet worms (Onychophora), Molecular Phylogenetics and Evolution, doi: 10.1016/j.ympev.2024.108115

Yang, Sheng et al (2024), Spectral regularization for adversarially-robust representation learning, arXiv: 2405.17181 cs.LG] 

Yang, Zhiyuan et al (2024), Next-Gen Remote Airport Maintenance: UAV-Guided Inspection and Maintenance Using Computer Vision, Drones, doi: 10.3390/drones8060225

Zarch, R. et al (2024), From Data Bonk to Data Wonk: The Value of Collaborative Exploration of State-based Data Systems in Support of Equitable Computer Science Education Policy, Programs and Practices, RESPECT 2024: Proceedings of the 2024 on RESPECT Annual ConferenceMay, doi: 10.1145/3653666.3656085

Zheng JW et al (2024), pKa Prediction in Non-Aqueous Solvents, ChemRxiv. 2024, doi: 10.26434/chemrxiv-2024-vx797-v2

Zier, Oliver et al (2024), Adapting arepo-rt for Exascale Computing: GPU Acceleration and Efficient Communication, arXiv:2404.17630 [astro-ph.IM] 

Do you have news about research using computing resources at the MGHPCC? If you have an interesting project that you want to tell people about or a paper you would like listed, contact


MGHPCC Publications

Research projects

Dusty With a Chance of Star Formation
Checking the Medicine Cabinet to Interrupt COVID-19 at the Molecular Level
Not Too Hot, Not Too Cold But Still, Is It Just Right?​
Smashing Discoveries​
Microbiome Pattern Hunting
Modeling the Air we Breathe
Exploring Phytoplankton Diversity
The Computer Will See You Now
Computing the Toll of Trapped Diamondback Terrapins
Edging Towards a Greener Future
Physics-driven Drug Discovery
Modeling Plasma-Surface Interactions
Sensing Subduction Zones
Neural Networks & Earthquakes
Small Stars, Smaller Planets, Big Computing
Data Visualization using Climate Reanalyzer
Getting to Grips with Glassy Materials
Modeling Molecular Engines
Forest Mapping: When the Budworms come to Dinner
Exploring Thermoelectric Behavior at the Nanoscale
The Trickiness of Talking to Computers
A Genomic Take on Geobiology
From Grass to Gas
Teaching Computers to Identify Odors
From Games to Brains
The Trouble with Turbulence
A New Twist
A Little Bit of This… A Little Bit of That..
Looking Like an Alien!
Locking Up Computing
Modeling Supernovae
Sound Solution
Lessons in a Virtual Test Tube​
Crack Computing
Automated Real-time Medical Imaging Analysis
Towards a Smarter Greener Grid
Heading Off Head Blight
Organic Light-Harvesting Antennae
Art and AI
Excited by Photons
Tapping into an Ocean of Data
Computing Global Change
Star Power
Engineering the Human Microbiome
Computing Social Capital
Computers Diagnosing Disease
All Research Projects

Collaborative projects

ALL Collaborative PROJECTS

Outreach & Education Projects

See ALL Scholarships
100 Bigelow Street, Holyoke, MA 01040