Cosmological informed neural networks to solve the background dynamics of the Universe? Neural Scaling of Deep Chemical Models? This month’s selection of publications featuring research using the MGHPCC.
Estefanía Bello-Jurado et al (2022), Tunable CHA/AEI Zeolite Intergrowths with A Priori Biselective Organic Structure-Directing Agents: Controlling Enrichment and Implications for Selective Catalytic Reduction of NOx, Angew. Chem. Int., doi: 10.1002/anie.202201837
Josh Borrow et al (2022), There and back again: understanding the critical properties of backsplash galaxies, arXiv: 2205.10376 [astro-ph.GA]
Augusto T. Cantada et al (2022), Cosmological informed neural networks to solve the background dynamics of the Universe, arXiv: 2205.02945 [astro-ph.CO]
Comellas E, et al (2022), Local mechanical stimuli correlate with tissue growth in axolotl salamander joint morphogenesis, Proc. R. Soc. B , doi: 10.1098/rspb.2022.0621
R. Datta et al (2022), Time-resolved velocity and ion sound speed measurements from simultaneous bow shock imaging and inductive probe measurements, arXiv: 2205.06082 [physics.plasm-ph]
Hejazi, Davoud (2022), Dispersion-Free Accurate Color Estimation Using Layered Excitonic 2D Materials and Machine Learning, Doctoral Dissertation Northeastern University, ProQuest Dissertations Publishing, 29165805.
Nathan C. Frey et al (2022), Neural Scaling of Deep Chemical Models, chemrXiv
Sheila M. Gaynor et al (2022), Connectivity in eQTL networks dictates reproducibility and genomic properties, Cell Reports Methods, doi: 10.1016/j.crmeth.2022.100218
Ayan Majumder, Seulki Kwon, and John E. Straub (2022), On Computing Equilibrium Binding Constants for Protein–Protein Association in Membranes, J. Chem. Theory Comput, doi: 10.1021/acs.jctc.2c00106
T. Patel, D. Silver and D. Tiwari (2022), OPTIC: A Practical Quantum Binary Classifier for Near-Term Quantum Computers, 2022 Design, Automation & Test in Europe Conference & Exhibition, doi: 10.23919/DATE54114.2022.9774707
Elumalai Pavadai et al (2022), Modulation of cardiac thin filament structure by phosphorylated troponin-I analyzed by protein-protein docking and molecular dynamics simulation, Archives of Biochemistry and Biophysics, doi: 10.1016/j.abb.2022.109282
Ana-Roxana Pop et al (2022), Sunyaev-Zel’dovich effect and X-ray scaling relations of galaxies, groups and clusters in the IllustrisTNG simulations, arXiv: 2205.11528 [astro-ph.GA]
Haoyuan Sun et al (2022), Mirror Descent Maximizes Generalized Margin and Can Be Implemented Efficiently, arXiv: 2205.12808 [cs.LG]
Sebastian Swanson et al (2022), Tertiary motifs as building blocks for the design of protein-binding peptides, The Protein Society, doi: 10.1002/pro.4322
Hao Tang et al (2022), First-principles Calculation of the Temperature-dependent Transition Energies in Spin Defects, arXiv: 2205.02791 [quant-ph]
Brandon Wilfong et al (2022), Helical spin ordering in room-temperature metallic antiferromagnet Fe3Ga4, Journal of Alloys and Compounds, doi: 10.1016/j.jallcom.2022.165532
Xu, Q., Ahmadi, E., Amini, A. et al. (2022), Identifying and Mitigating Potential Biases in Predicting Drug Approvals, Drug Safety, doi: 10.1007/s40264-022-01160-9
Yujia Xue et al (2022), Deep learning-augmented Computational Miniature Mesoscope, arXiv: 2205.00123
Jiarui Yang et al (2022), Volumetric characterization of microvasculature in ex vivo human brain samples by serial sectioning optical coherence tomography, IEEE Transactions on Biomedical Engineering, doi: 10.1109/TBME.2022.3175072
Jessica Y.-C. Yeh et al (2022), The THESAN project: ionizing escape fractions of reionization-era galaxies, arXiv: 2205.02238 [aster-ph.GA]
Qi Zhang et al (2022), Understanding human-environment interrelationships under constrained land-use decisions with a spatially explicit agent-based model, Anthropocene, doi: 10.1016/j.ancene.2022.100337
Zhang, Y., Bhosle, A., Bae, S. et al. (2022), Discovery of bioactive microbial gene products in inflammatory bowel disease, Nature, doi: 10.1038/s41586-022-04648-7
