DFT Accurate Interatomic Potential for Molten NaCl from Machine Learning von Tovey, Samuel, Narayanan Krishnamoorthy, Anand, Sivaraman, Ganesh, Guo, Jicheng, Benmore, Chris, Heuer, Andreas, Holm, Christian

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Emergence of chemotactic strategies with multi-agent reinforcement learning von Tovey, Samuel, Lohrmann, Christoph, Holm, Christian

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Towards a phenomenological understanding of neural networks: data von Tovey, Samuel, Krippendorf, Sven, Nikolaou, Konstantin, Holm, Christian

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MDSuite: comprehensive post-processing tool for particle simulations von Tovey, Samuel, Zills, Fabian, Torres-Herrador, Francisco, Lohrmann, Christoph, Brückner, Marco, Holm, Christian

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Generating Minimal Training Sets for Machine Learned Potentials von Finkbeiner, Jan, Tovey, Samuel, Holm, Christian

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Machine learning-driven investigation of the structure and dynamics of the BMIM-BF4 room temperature ionic liquid von Zills, Fabian, Schäfer, Moritz René, Tovey, Samuel, Kästner, Johannes, Holm, Christian

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Machine learning-driven investigation of the structure and dynamics of the BMIM-BF room temperature ionic liquid von Zills, Fabian, Schäfer, Moritz René, Tovey, Samuel, Kästner, Johannes, Holm, Christian

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Machine learning-driven investigation of the structure and dynamics of the BMIM-BF 4 room temperature ionic liquid von Zills, Fabian, Schäfer, Moritz René, Tovey, Samuel, Kästner, Johannes, Holm, Christian

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Collaboration on Machine-Learned Potentials with IPSuite: A Modular Framework for Learning-on-the-Fly von Zills, Fabian, Schäfer, Moritz René, Segreto, Nico, Kästner, Johannes, Holm, Christian, Tovey, Samuel

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Replication Data for: Emergence of Chemotactic Strategies with Multi-Agent Reinforcement Learning von Tovey, Samuel, Lohrmann, Christoph, Holm, Christian

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Scripts and Data for "Towards a phenomenological understanding of neural networks: data" von Tovey, Samuel, Krippendorf, Sven, Nikolaou, Konstantin, Holm, Christian

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Emergence of Chemotactic Strategies with Multi-Agent Reinforcement Learning von Tovey, Samuel, Lohrmann, Christoph, Holm, Christian

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Cursory observations on the churches of Bristol / by An occasional visitor von Tovey, Samuel Griffiths

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Emergence of Accurate Atomic Energies from Machine Learned Noble Gas Potentials von Uhlig, Frank, Tovey, Samuel, Holm, Christian

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Generating Minimal Training Sets for Machine Learned Potentials von Finkbeiner, Jan, Tovey, Samuel, Holm, Christian

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Collective variables of neural networks: empirical time evolution and scaling laws von Tovey, Samuel, Krippendorf, Sven, Spannowsky, Michael, Nikolaou, Konstantin, Holm, Christian

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Generating Reservoir State Descriptions with Random Matrices von Tovey, Samuel, Fellner, Tobias, Holm, Christian, Spannowsky, Michael

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ZnTrack -- Data as Code von Zills, Fabian, Schäfer, Moritz, Tovey, Samuel, Kästner, Johannes, Holm, Christian

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Towards a Phenomenological Understanding of Neural Networks: Data von Tovey, Samuel, Krippendorf, Sven, Nikolaou, Konstantin, Holm, Christian

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Efficient Data Selection Methods for the Development of Machine Learned Potentials von Finkbeiner, Jan, Tovey, Samuel, Holm, Christian

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