Solid Electrolyte Interphase Formation in Lithium Batteries? Non-Axisymmetric Gravitational "Hair"? Synthetic Audio Doppelgängers? A bumper summer selection of recent publications featuring research using the MGHPCC.
Ahangaran, M. et al (2024), DREAMER: a computational framework to evaluate readiness of datasets for machine learning, BMC Med Inform Decis Mak, doi: 10.1186/s12911-024-02544-w
Attie, L. et al (2024), Surfactant–Polymer Complexation and Competition on Drug Nanocrystal Surfaces Control Crystallinity, ACS Appl. Mater. Interfaces, doi: 10.1021/acsami.4c06815
Bishoyi, D. et al (2024), Non-Axisymmetric Gravitational "Hair" for Extremal Black Holes, arXiv: 2407.06926 [gr-qc]
Blais, C.J. et al (2024), Uncertainty Quantification of Linear Scaling, Machine Learning, and DFT Derived Thermodynamics for the Catalytic Partial Oxidation of Methane on Rhodium, via ChemRxiv, doi: 10.26434/chemrxiv-2024-rhn8l
Burte, A.S. et al (2024), Thermodynamics and electronic structure of edges in monolayer MoSi2N4, Journal of Applied Physics, doi: 10.1063/5.0218366
Byun, Chansup et al (2024), LLload: Simplifying Real-Time Job Monitoring for HPC Users, arXiv: 2407.01481 [cs.DC]
Carder, H.M. et al (2024), The sugar cube: Network control and emergence in stereoediting reactions, Science, doi: DOI: 10.1126/science.adp2447
Chandra, V. et al (2024), All-Sky Kinematics of the Distant Halo: The Reflex Response to the LMC, arXiv: 2406.01676 [astro-ph.GA]
Cherep, M. and N. Singh (2024), Contrastive Learning from Synthetic Audio Doppelgängers, arXiv: 2406.05923 [cs.SD]
Dai, D.D. and L.Fu (2024), Electron bubbles in highly excited states of the lowest Landau level, arXiv: 2407.09204 [cond-mat.mes-hall]
Deng, J. and Q. Cui (2024), Electronic Polarization Leads to a Drier Dewetted State for Hydrophobic Gating in the Big Potassium Channel, The Journal of Physical Chemistry Letters, doi: 10.1021/acs.jpclett.4c01359
Elrefaie, M. et al (2024), DrivAerNet++: A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks, arXiv: 2606.09624 [cs.LG]
Fang, L et al (2024), Revealing Structural Evolution of Single Atom Catalysts during Electrochemical CO2 Reduction by in Situ X-ray Absorption Spectroscopy, ACS Materials Letters, doi: 10.1021/acsmaterialslett.4c00554
Gangopadhyay, R.J. et al (2024), module_check - Quality Assurance Tool for Software Installation, PEARC ’24, July 21–25, 2024, Providence, RI, USA, doi: 0.1145/3626203.3670554
Gao, Anyuan et al (2024), An antiferromagnetic diode effect in even-layered MnBi2Te4, arXiv: 2406.16771 [cond-mat.strl-el]
Greenman, K.P. (2024), Optical Property Prediction and Molecular Discovery through Multi-Fidelity Deep Learning and Computational Chemistry, MIT Doctoral Dissertation
Hahn, G. et al (2024), Prediction of disease-free survival for precision medicine using cooperative learning on multi-omic data, Briefings in Bioinformatics, doi: 10.1093/bib/bbae267
Hartquist, C.M. et al (2024), Reversible two-way tuning of thermal conductivity in an end-linked star-shaped thermoset, Nature Communications, doi: 10.1038/s41467-024-49354-2
Islam, T. et al (2024), Phenomenology and origin of late-time tails in eccentric binary black hole mergers, arXiv: 2407.04682 [gr-qc]
Islam T. et al (2024), Gravitational waves from black hole emission, arXiv: 2407.16989 [gr-qc]
Islam, T. et al (2024), Phenomenology and origin of late-time tails in eccentric binary black hole mergers, 2407.04682 [gr-qc]
Johnson, M.A. et al (2024), Automatic Generation of Chemical Mechanisms for Electrochemical Systems: Solid Electrolyte Interphase Formation in Lithium Batteries, via ChemRxiv, doi: 10.26434/chemrxiv-2024-plzrv
Johnson, Michael D. et al (2024), The Black Hole Explorer: Motivation and Vision, arXiv: 2406.12917 [astro-ph.IM]
Joung, J.F. et al (2024), Reproducing Reaction Mechanisms with Machine Learning Models Trained on a Large-Scale Mechanistic Dataset, Angewandte Chemie, doi: 10.1002/anie.202411296
Kim, S. and Brian D. Farrell (2024), Target enrichment museomics of the Asian long-horned beetle and its relatives (Cerambycidae: Anoplophora) reveals two independent origins of life in the cold, Systematic Entomology, doi: 10.1111/syen.12647
Lavezzi, G. et al (2024), Orbital Tolerance and Intrinsic Orbital Capacity for Electric Propulsion Constellations, Aerospace Research Central, doi: 10.2514/1.A35875
Li, C. et al (2024), Discovering neural policies to drive behaviour by integrating deep reinforcement learning agents with biological neural networks, Nat Mach Intell, doi: 10.1038/s42256-024-00854-2
Li, M. et al (2024), Design of a water-soluble transmembrane receptor kinase with intact molecular function by QTY code, Nat Commun, doi: 10.1038/s41467-024-48513-9
Li, Y., Li, Z., Misra, R.P. et al (2024), Molecular transport enhancement in pure metallic carbon nanotube porins, Nature Materials, doi: 10.1038/s41563-024-01925-w
Lifson, M et al (2024), Method for Generating Closely Packed Orbital Shells and Orbital Capacity Implications, Journal of Guidance, Control and Dynamics, doi: 10.2514/1.G008301
Massoudi, Soheyl, Cyril Picard, Jürg Schiffmann (2024), An Integrated Approach to Designing Robust Gas-Bearing Supported Turbocompressors Through Surrogate Modeling and Constrained All-At-Once Multi-Objective Optimization, Journal of Mechanical Design, doi: 10.1115/1.4065823
McDonough, Bryanna and Reuben Dsouza (2024), The Distribution of Satellites in the TNG100 Simulation based on Time Spent in Halo, Res. Notes AAS, doi: 10.3847/2515-5172/ad50d7
Mei, Z., Wang, F., Bhosle, A. et al (2024), Strain-specific gut microbial signatures in type 2 diabetes identified in a cross-cohort analysis of 8,117 metagenomes, Nature Medicine, doi: 10.1038/s41591-024-03067-7
Millimaci, A.M. et al (2024), Regioselective Photoredox Catalyzed Cycloadditions of Acyclic Carbonyl Ylides, via ChemRxiv, doi: 10.26434/chemrxiv-2024-k035t
Myers, L.C. et al (2024), Opioid Administration Practice Patterns in Patients With Acute Respiratory Failure Who Undergo Invasive Mechanical Ventilation, Critical Care Explorations, doi: 10.1097/CCE.0000000000001123
Owens, James, Tim Schittekatte and Emre Gençer (2024), Commercial electric vehicle fleets in U.S. ancillary services markets: A stochastic analysis to inform utility rate design, Utilities Policy, doi: 10.1016/j.jup.2024.101790
Pieper, B.A. (2024), Reinforcement Learning for Cybersecurity Risk Assessment of Advanced Air Mobility Systems, MIT Doctoral Dissertation
Rijal, Krishna and Pankaj Mehta (2024), A differentiable Gillespie algorithm for simulating chemical kinetics, parameter estimation, and designing synthetic biological circuits, arXiv: 2407.04865 [physics. bio-ph]
Rink, K. et al (2024), Gravitational wave surrogate model for spinning, intermediate mass ratio binaries based on perturbation theory and numerical relativity, arXiv: 2407.18319 [gr-qc]
Schroedi, P. et al (2024), Carbonate chimneys at the highly productive point Dume methane seep: Fine-scale mineralogical, geochemical, and microbiological heterogeneity reflects dynamic and long-lived methane-metabolizing habitats, Geobiology, doi: 10.1111/gbi.12608
Speagle, J.S. et al (2024), Mapping the Milky Way in 5D with 170 Million Stars, The Astrophysical Journal, doi: 10.3847/1538-4357/ad2b62m
Sprague, M.X. et al (2024), Observation of paramagnetic spin-degeneracy lifting in EuZn2Sb2, Physical review B, doi: 10.1103/PhysRevB.110.045130
Sun, H., et al (2024), Stratospheric transport and tropospheric sink of solar geoengineering aerosol: a Lagrangian analysis, npj Clim Atmos Sci, doi: 10.1038/s41612-024-00664-8
Tikhanovskaya, Maria et al (2024), Universality of the cross-entropy in ℤ2 symmetric monitored quantum circuits, Physical Review B, doi: 10.1103/PhysRevB.109.224313
Wan, Mingyu (2024), Electrocatalysis Modulated by Organic-Inorganic Interfaces, UMass Lowell Doctoral Dissertation
Wu, L. (2024), Regulation of Recombinant Synaptic Fusion Pores, University of Wisconsin Doctoral Dissertation
Xiong, Z. and R.m. Freund (2024), The Role of Level-Set Geometry on the Performance of PDHG for Conic Linear Optimization, arXiv: 2406.01942 [math.OC]
Yang, H. et al (2024), Multicell-Fold: geometric learning in folding multicellular life, arXiv: 2407.07055 [cond-mat.soft]
Yang, S. et al (2024), Learning Collective Variables with Synthetic Data Augmentation through Physics-Inspired Geodesic Interpolation, Journal of Chemical Theory and Computation, doi: 10.1021/acs.jctc.4c00435
Yue, H et al (2024), Graph-learning-assisted state estimation using sparse heterogeneous measurements, Electric Power Systems Research, doi: 10.1016/j.epsr.2024.110644
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