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2022 Publications
- Pachalieva, Aleksandra Atanasova; Pavel, Robert Stephen; Estrada Santos, Javier Andres; Diaw, Abdourahmane, et al. GLUE Code: A framework handling communication and interfaces between scales. 2022 10.21105/joss.04822
- Leone, Lorenzo; Oliviero, Salvatore; Hamma, Alioscia; Lloyd, Seth. Black Hole complexity, unscrambling, and stabilizer thermal machines. Physical Review Letters 2022 10.48550/arXiv.2212.11337
- Liu, Lei; Estrada Santos, Javier Andres; Prodanovic, Masa; Pyrcz, Michael. Mitigation of Spatial Nonstationarity with Vision Transformers. Computers & Geosciences 2022 10.1016/j.cageo.2023.105412
- Allen, Alice Elisabeth Anastasia; Tkatchenko, Alexandre. Constructing Effective Machine Learning Models for the Sciences: A Multidisciplinary Perspective. Nature Machine Intelligence 2022 10.48550/arXiv.2211.11680
- Weijer, Wilbert; Haine, Thomas; Siddiqui, Ali; Cheng, Wei, et al. Interactions between the Arctic and the AMOC: A Review. 2022 10.5670/oceanog.2022.130
- Cerezo de la Roca, Marco Vinicio Sebastian; Leone, Lorenzo; Oliviero, Salvatore; Cincio, Lukasz. On the practical usefulness of the Hardware Efficient Ansatz. Quantum Science and Technology 2022 10.22331/q-2024-07-03-1395
- Estrada Santos, Javier Andres; Fox, Zachary; Mohan, Arvind Thanam; Viswanathan, Hari S., et al. The Senseiver: attention-based global field reconstruction from sparse observations. nature machine intelligence 2022 https://www.researchgate.net/publication/366811079_The_Senseiver_attention-based_global_field_reconstruction_from_sparse_observations
- Cen, Julia; Malla, Rajesh; de Melo Kort-Kamp, Wilton Junior; Saxena, Avadh Behari. Linearly driven non-Hermitian quantum systems. Physical Review A 2022 https://ui.adsabs.harvard.edu/abs/2023APS..MARTT6002C/abstract
- Cen, Julia; Joglekar, Yogesh; Saxena, Avadh Behari. PT and Anti-PT-symmetric Systems with Two Time-periodic Drives of Different Frequencies. Physical Review Research 2022
- Ecke, Robert Everett; Shishkina, Olga. Turbulent rotating Rayleigh-Bénard convection. 2022 10.1146/annurev-fluid-120720-020446
- Wang, Kun; Johnson, Christopher William; Bennett, Kane; Johnson, Paul Allan. The temporal limits of predicting fault failure. 2022 10.1029/2022GL098233
- Cerezo de la Roca, Marco Vinicio Sebastian; Ragone, Michael; Braccia, Paolo; Nguyen, Quynh T., et al. Representation Theory for Geometric Quantum Machine Learning. Quantum 2022 10.48550/arXiv.2210.07980
- Estrada Santos, Javier Andres; Chang, Bernard; Gigliotti, Alex; Yin, Ying, et al. DRP-372: A Dataset of 3D Structural and Simulated Transport Properties of Complex Porous Media. 2022 10.1038/s41597-022-01664-0
- Malla, Rajesh Kumar. Nonadiabatic dissociation of molecular condensates: competition between multi-mode reaction channels. 2022 10.1103/PhysRevA.106.033318
- Forde, Aaron Arthur; Freixas, Victor M.; Fernandez-Alberti, Sebastian; Neukirch, Amanda J., et al. Charge-Transfer Luminescence in a Molecular Donor-Acceptor Complex: Computational Insights. 2022 10.1021/acs.jpclett.2c02479
- Temizel, Cenk; Odi, Uchenna; Balaji, Karthik; Aydin, Hakki, et al. Classification of Synthetic Facies with Unsupervised and Supervised Learning Approaches. Energies 2022
- Cerezo de la Roca, Marco Vinicio Sebastian; Larocca, Martin; Sauvage, Frederic Antoine; Verdon, Guillaume, et al. Group-Invariant Quantum Machine Learning Models. 2022 10.1103/PRXQuantum.3.030341
- Wang, Kun; Bennett, Kane. Learning particle physics simulations with physics-informed convolutional encoder-decoders. Journal of Computational Physics 2022
- Malla, Rajesh Kumar; Mikhail, M E. Landau-Zener transition between two levels coupled to continuum. 2022 10.1016/j.physleta.2022.128249
- Shastry, Abhay; Jayakumar, Abhijith; Bhattacharyya, Chiranjib; Patel, Apoorva. Reliable Quantum Kernel Classification using fewer Circuit Evaluations. Physical Review X 2022 https://deepai.org/publication/reliable-quantum-kernel-classification-using-fewer-circuit-evaluations
- Sharma, Vidushi; Bein, Benjamin; Lai, Amanda; Pamuk, Betul, et al. Photocatalytic water oxidation on SrTiO3 [001] surfaces. 2022 10.1103/PRXEnergy.1.023002
- Song, Wenhui; Prodanovic, Masa; Estrada Santos, Javier Andres; Yao, Jun, et al. Pore Scale Modelling of Multiphase Flow in Complex Hydraulic Fracture Systems. SPE Journal 2022
- Pan, Wen; Jo, Honggeun; Estrada Santos, Javier Andres; Torres-Verdin, Carlos, et al. Hierarchical Machine Learning Workflow for Conditional and Multiscale Deepwater Reservoir Modeling. AAPG Bulletin 2022 10.1306/05162221022
- Yan, Bin; Sinitsyn, Nikolai. An adiabatic oracle for Grover’s algorithm. Physical Review Letters 2022 10.48550/arXiv.2207.05665
- Sadler, James David; Li, Hui. Role of self-generated magnetic fields in the inertial fusion ignition threshold. 2022 10.1063/5.0091529
- Cen, Julia; Correa, Francisco; Fring, Andreas; Taira, Takanobu. Stability in integrable nonlocal nonlinear equations. 2022 10.1016/j.physleta.2022.128060
- Prodanovic, Masa; Esteva, Maria; McClure, James; Chang, Bernard, et al. Digital Rocks Portal(Digital Porous Media): connecting data, simulation and community. Society of Core Analysts 2022 10.1051/e3sconf/202336701010
- Estrada Santos, Javier Andres; Gigliotti, Alex; Bihani, Abhishek; Landry, Christopher, et al. MPLBM-UT: Multiphase LBM library for permeable media analysis. 2022 10.1016/j.softx.2022.101097
- Sadler, James David; Green, Samuel Joseph; Li, Shengtai; Flippo, Kirk Adler, et al. Faster ablative Kelvin-Helmholtz growth in a magnetic field. 2022 10.1063/5.0082610
- Malla, Rajesh Kumar; Raikh, M E. E ect of decay of the nal states on the probabilities of the Landau-Zener transitions in multistate non-integrable models. Physical Review B 2022 10.1103/PhysRevA.106.012203
- Jin, Peng; Zhang, Xitong; Chen, Yinpeng; Huang, Sharon Xiaolei, et al. Unsupervised Learning of Full-Waveform Inversion: Connecting CNN and Partial Differential Equation in a Loop. arXiv:2110.07584 [physics] 2022 http://arxiv.org/abs/2110.07584
- Ge, Yunhui; Wych, David C.; Samways, Marley L.; Wall, Michael E., et al. Enhancing Sampling of Water Rehydration on Ligand Binding: A Comparison of Techniques. Journal of Chemical Theory and Computation 2022 10.1021/acs.jctc.1c00590
- Castro, Lauren A.; Leitner, Thomas; Romero-Severson, Ethan. Recombination smooths the time-signal disrupted by latency in within-host HIV phylogenies. 2022 https://www.biorxiv.org/content/10.1101/2022.02.22.481498v1
- Patel, Lara A.; Waybright, Timothy J.; Stephen, Andrew G.; Neale, Chris. GAP positions catalytic h-Ras residue Q61 for GTP hydrolysis in MD simulations. Biophysical Journal 2022 10.1016/j.bpj.2021.11.1149
- Scott, Cory Braker. Differentiable IFS Fractals. 2022 10.48550/ARXIV.2203.01231
- Feng, Shihang; Zhang, Xitong; Wohlberg, Brendt; Symons, Neill P., et al. Connect the Dots: In Situ 4-D Seismic Monitoring of CO 2 Storage With Spatio-Temporal CNNs. IEEE Transactions on Geoscience and Remote Sensing 2022 10.1109/TGRS.2021.3116618
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