Publications
Conference papers, peer-reviewed journal articles, and other scholarly works are the result of your hard work of which HYAK was one helping hand. Please consider citing or acknowleding HYAK in your final work and then let us know so it can be considered to appear in our select publication list.
The HYAK Consortium. "Title TBD." arXiv:4444.55555 (2021)
Select Publications
These are select works that were produced using a HYAK cluster in any given year. While hundreds of papers are produced each year using HYAK, we limit the select list below to 10 for the sake of brevity. If you would like your publication to be considered for inclusion onto this list please e-mail us with the citation.
- 2021
- 2020
- 2019
Aeronautics and Astronautics
- TE Benedett and CJ Hansen. "Effect of geometric and magnetic boundary conditions on magnetic islands in 3D force-free ideal MHD equilibria." Nuclear Fusion 61 (3) 036022 (2021) DOI: 10.1088/1741-4326/abd41c
Chemical Engineering
- A. Joseph, C. Nyambura1,D. Bondurant, K. Corry, D. Beebout, T. Wood, Jim Pfaendtner, E. Nance, âFormulation and Efficacy of Catalase-Loaded Nanoparticles for the Treatment of Neonatal Hypoxic-Ischemic Encephalopathyâ, Pharmaceutics, 2021, 13(8), 1131. DOI: 10.3390/pharmaceutics13081131 110. J. Prelesnik1, R. Alberstein, S. Zhang, H. Pyles, D. Baker, J. Pfaendtner, J. De Yoreo, A. Tezcan, R.. Remsing, C. J. Mundy, âIon-dependent proteinâsurface interactions from intrinsic solvent responseâ, PNAS, 2021, 118(26), e2025121118. DOI: 10.1073/pnas.2025121118 108. C. Jia, S. Xie, W. Zhang, N. Intan2, J. Sampath2, J. Pfaendtner, H. Lin, âDeconstruction of high-density polyethylene into liquid hydrocarbon fuels and lubricants by hydrogenolysis over Ru catalystâ, Chem. Cat., 2021, 1(2), 437-455. DOI: 10.1016/j.checat.2021.04.002 107. J. Ludwig1, J. Smith, J. Pfaendtner, âAnalyzing the Long Time-Scale Dynamics of Uremic Toxins Bound to Sudlow Site II in Human Serum Albuminâ, J. Phys. Chem. B., 2021, 125(11), 2910-2920. DOI: 10.1021/acs.jpcb.1c00221 106. S. Roeters, T. Golbek, M. Bregnhøj, T. Drace, S. Alamdari1, W. Roseboom, G. Kramer, T Ĺ antl-Temkiv, K. Finster, J. Pfaendtner, S. Woutersen, T. Boesen, T. Weidner, âIce-nucleating proteins are activated by low temperatures to control the structure of interfacial waterâ Nat Commun, 2021, 12, 1183 . DOI: 10.1038/s41467-021-21349-3 105. N. Intan2, J. Pfaendtner, âEffect of Fluoroethylene Carbonate Additives on the Initial Formation of the Solid Electrolyte Interphase on an Oxygen-Functionalized Graphitic Anode in Lithium-Ion Batteriesâ, 2021, 13(7), 8169-8180: DOI: 10.1021/acsami.0c18414
Chemistry
- Zhang, L., Kang, C., Zhang, G., Pan, Z., Huang, Z., Xu, S., Rao, H., Liu, H., Wu, S., Wu, X. and Li, X., 2021. AllâInorganic CsPbI3 Quantum Dot Solar Cells with Efficiency over 16% by Defect Control. Advanced Functional Materials, 31(4), p.2005930. DOI: 10.1002/adfm.202005930
Computer Science
- Alisa Liu, Maarten Sap, Ximing Lu, Swabha Swayamdipta, Chandra Bhagavatula, Noah A. Smith, Yejin Choi. 2021. DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts. Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing. Virtual Event, USA. DOI: 10.18653/v1/2021.acl-long.522
- Xin Liu, Ziheng Jiang, Josh Fromm, Xuhai Xu, Shwetak Patel, and Daniel McDuff. 2021. MetaPhys: Few-Shot Adaptation for Non-Contact Physiological Measurement. ACM Conference on Health, Inference, and Learning (ACM CHIL â21) April 8â10, 2021, Virtual Event, USA. ACM, New York, NY, USA, 10 pages. 10.1145/3450439.3451870
Physics
- AA Kaptanoglu, KD Morgan, CJ Hansen, and SL Brunton. "Physics-constrained, low-dimensional models for magnetohydrodynamics: First-principles and data-driven approaches." Physical Review E 104(1), 015206 (2021) DOI: 10.1103/PhysRevE.104.015206
- Montague Z, Lv H, Otwinowski J, DeWitt WS, Isacchini G, Yip GK, Ng WW, Tsang OTY, Yuan M, Liu H, and Wilson IA, 2021. Dynamics of B cell repertoires and emergence of cross-reactive responses in patients with different severities of COVID-19. Cell Reports, 35(8), p.109173. DOI: 10.1016/j.celrep.2021.109173
Aeronautics and Astronautics
- TE Benedett, CJ Hansenb, KD Morganc, TR Jarboed. "Effects of temperature and density evolution in MHD simulations of HIT-SI." Physics of Plasmas 27, 042508 (2020) DOI: 10.1063/1.5142298
Chemical Engineering
- Komp, Evan, and StĂŠphanie Valleau. "Machine Learning Quantum Reaction Rate Constants." The Journal of Physical Chemistry A 124.41 (2020): 8607-8613. DOI: 10.1021/acs.jpca.0c05992
- 101. L.D. Gibson1, J. Pfaendtner, âSolvent Oligomerization Pathways Facilitated by Electrolyte Additives During Solid-Electrolyte Interphase Formationâ, PhysChemChemPhys, 2020, 22, 21494-21503. DOI: 10.1039/D0CP03286G 100. S. Alamdari1, S. Roeters, T. Golbek, L. SchmĂźser, T. Weidner, J. Pfaendtner, âOrientation and Conformation of Proteins at the Air-Water Interface Determined from Integrative Molecular Dynamics Simulations and Sum Frequency Generation Spectroscopyâ, Langmuir, 2020, 36(40), 11855-11685. DOI: 10.1021/acs.langmuir.0c01881 99. W. Beckner1, C.M. Ashraf2, J. Lee, D.A.C. Beck, J. Pfaendtner, âContinuous Molecular Representations of Ionic Liquidsâ, J. Phys. Chem. B. 2020, 124(38), 8437-8357. DOI: 10.1021/acs.jpcb.0c05938 97. M. Xue, J. Sampath2, R. Gebhart, H.J. Haugen, S.P. Lyngstadaas, J. Pfaendtner, G.P. Drobny,â Studies of dynamic binding of amino acids to TiO2 nanoparticle surfaces by Solution NMR and Molecular Dynamics Simulationsâ, Langmuir, 2020, in press. DOI: 10.1021/acs.langmuir.0c01256 96. J. Sampath32, S. Alamdari1, J. Pfaendtner, âClosing the Gap Between Modeling and Experiments in the Self-assembly of Biomolecules at Interfaces and in Solutionâ, Chem. Matl., 2020, 32(19), 8043-8059. DOI: 10.1021/acs.chemmater.0c01891 95. S. Summers, C. Kraft, S. Alamdari1, J. Pfaendtner, J. Kaar, âEnhanced Activity and Stability of Acidothermus cellulolyticus Endoglucanase 1 in Ionic Liquids via Engineering Active Site Residues and Non-native Disulfide Bridgesâ, ACS Sus. Chem & Eng, 2020, 8(30), 11299-11307. DOI: 10.1021/acssuschemeng.0c03242 94. E.L. Buckle, J. Sampath2, N. Michael, S.D. Whedon, C.J.A. Leonen, J. Pfaendtner, G. Drobny, C. Chatterjee, âTrimethylation of the R5 silicaâprecipitating peptide increases silica particle size by redirecting orthosilicate binding,â ChemBioChem, 2020, 22, 3208-3211. 93. J. Smith1, J. Pfaendtner, âElucidating the molecular interactions between uremic toxins and the Sudlow II binding site of human serum albumin,â J. Phys. Chem. B, 2020, 124(19), 3922-3930. DOI: 10.1021/acs.jpcb.0c02015 92. J. Sampath2, A. Kullman1, R. Gebhart, G. Drobny, J. Pfaendtner, âMolecular recognition and specificity of biomolecules to titanium dioxide from molecular dynamics simulations,â npj Comput. Mater. 2020, 6(34), DOI: 10.1038/s41524-020-0288-7 91. B. Hellner, S. Alamdari1, H. Pyles, S. Zhang, A. Prakash1, K. G. Sprenger1, J. DeYoreo, D. Baker, J. Pfaendtner, F. Baneyx, âSequenceâStructureâBinding Relationships Reveal Adhesion Behavior of the Car9 Solid-Binding Peptide: An Integrated Experimental and Simulation Study,â J. Am. Chem. Soc. 2020, 142(5), 2355-2363. DOI: 10.1021/jacs.9b11617 90. S. Alamdari1, J. Pfaendtner, âImpact of glutamate carboxylation in the adsorption of the Îą-1 domain of osteocalcin to hydroxyapatite and titania,â Mol. Syst. Des. Eng. 2020, 5, 620-631. DOI: 10.1039/C9ME00158A 89. J. Smith1, P. McMullen, Z. Yuan, J. Pfaendtner, S. Jiang, âElucidating Molecular Design Principles for Charge-Alternating Peptides,â Biomacromolecules 2020, 21(2), 435-443. DOI: 10.1021/acs.biomac.9b01191
Chemistry
- Kasper, J.M. and Li, X., 2020. Natural transition orbitals for complex twoâcomponent excited state calculations. Journal of computational chemistry, 41(16), pp.1557-1563. DOI: 10.1002/jcc.26196
Computer Science
- William Agnew, Christopher Xie, Aaron Walsman, Octavian Murad, Caelen Wang, Pedro Domingos, and Siddhartha Srinivasa. "Amodal 3D Reconstruction for Robotic Manipulation via Stability and Connectivity" 4th Conference on Robot Learning (CORL) for a Plenary Talk (20/485). Spotlight at Object-Oriented Learning Workshop @ ICML2020. DOI: arXiv:2009.13146
- Xin Liu, Josh Fromm, Shwetak Patel, Daniel McDuff. 2020. Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement. 34th Conference on Neural Information Processing Systems (NeurIPS 2020), Vancouver, Canada. arXiv:2006.03790
Physics
- AA Kaptanoglu, KD Morgan, CJ Hansen, SL Brunton. "Characterizing magnetized plasmas with dynamic mode decomposition." Physics of Plasmas 27, 032108 (2020) DOI: 10.1063/1.5138932
Public Health
- PE Rummo, N Pho, MA Bragg, CA Roberto, B Elbel. "Trends in Store-Level Sales of Sugary Beverages and Water in the US, 2006â2015." American Journal of Preventive Medicine 59 (4), 522-529 (2020) DOI: 10.1016/j.amepre.2020.04.022
Chemical Engineering
- 88. J. Sampath2, J. Pfaendtner, âAmphiphilic peptide binding on crystalline vs. amorphous silica from molecular dynamics simulations,â Mol. Phys. 2019, 117(23-24), 3642-3650. DOI: 10.1080/00268976.2019.1657192 87. P. Emani, Y. Yimer2, S. Davidowski, R. Gebhart, H. Ferreira, I. Kuprov, J. Pfaendtner, G. Drobny, âCombining Molecular and Spin Dynamics Simulations with Solid-State NMR to Study Amphiphilic Lysine-Leucine Repeat Peptide Aggregates,â J. Phys. Chem. B 2019, 123(51), 10915-10929. DOI: 10.1021/acs.jpcb.9b09245 85. B. Li, P. Jain, J. Ma, J. Smith1, Z. Yuan, H.C. Hung, Y. He, X. Lin, K. Wu, J. Pfaendtner, S. Jiang, âTrimethylamine N-oxideâderived zwitterionic polymers: A new class of ultralow fouling bioinspired materials,â Sci. Adv. 2019, 5(6), eaaw9562. DOI: 10.1126/sciadv.aaw9562. 83. W. Beckner1, J. Pfaendtner, âFantastic Liquids and Where to Find Them: Optimizations of Discrete Chemical Space,â J. Chem. Inf. Model. 2019, 59(6), 2617-2625. DOI: 10.1021/acs.jcim.9b00087 82. M. Mao1, J. Sampath2, K.G. Sprenger1, G. Drobny, J. Pfaendtner, âMolecular Driving Forces in Peptide Adsorption to Metal Oxide Surfaces,â Langmuir 2019, 35(17), 5911-5920. DOI: 10.1021/acs.langmuir.8b01392 81. C.D. Fu1, Y. He, J. Pfaendtner, âDiagnosing the Impact of External Electric Fields Chemical Kinetics: Application to Toluene Oxidation and Pyrolysis,â J. Phys. Chem A 2019, 123(14), 3080-3089. DOI: 10.1021/acs.jpca.8b11780 80. E.L. Buckle*, A. Prakash1*, M. Bonomi, J. Sampath2, J. Pfaendtner, G.P. Drobny, âA Solid-State NMR and MD Study of the Structure of the Statherin Mutant SNa15 on Mineral Surfaces,â J. Am. Chem. Soc. 2019, 141(5), 1998-2011. DOI: 10.1021/jacs.8b10990
Chemistry
- Bai, F., Zhang, J., Yuan, Y., Liu, H., Li, X., Chueh, C.C., Yan, H., Zhu, Z. and Jen, A.K.Y., 2019. A 0D/3D Heterostructured AllâInorganic Halide Perovskite Solar Cell with High Performance and Enhanced Phase Stability. Advanced Materials, 31(48), p.1904735. DOI: 10.1002/adma.201904735
- Fu, W., Liu, H., Shi, X., Zuo, L., Li, X. and Jen, A.K.Y., 2019. Tailoring the Functionality of Organic Spacer Cations for Efficient and Stable Quasiâ2D Perovskite Solar Cells. Advanced Functional Materials, 29(25), p.1900221. DOI: 10.1002/adfm.201900221
- Stetina, T.F., Clark, A.E. and Li, X., 2019. Xâray absorption signatures of hydrogenâbond structure in waterâalcohol solutions. International Journal of Quantum Chemistry, 119(1), p.e25802. DOI: 10.1002/qua.25802