Search Results - "MÜLLER, R."

A review of machine learning in processing remote sensing data for mineral exploration by Shirmard, Hojat, Farahbakhsh, Ehsan, Müller, R. Dietmar, Chandra, Rohitash

“…•Remote sensing (RS) data have been widely used for mapping mineralization zones.•Machine learning (ML) methods can increase the efficiency of RS…”
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Unifying machine learning and quantum chemistry with a deep neural network for molecular wavefunctions by Schütt, K. T., Gastegger, M., Tkatchenko, A., Müller, K.-R., Maurer, R. J.

“…Machine learning advances chemistry and materials science by enabling large-scale exploration of chemical space based on quantum chemical calculations. While…”
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Long-Term Sea-Level Fluctuations Driven by Ocean Basin Dynamics by Müller, R. Dietmar, Sdrolias, Maria, Gaina, Carmen, Steinberger, Bernhard, Heine, Christian

“…Earth's long-term sea-level history is characterized by widespread continental flooding in the Cretaceous period (~145 to 65 million years ago), followed by…”
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Kinematics of the South Atlantic rift by Heine, C, Zoethout, J, Müller, R. D

“…The South Atlantic rift basin evolved as a branch of a large Jurassic–Cretaceous intraplate rift zone between the African and South American plates during the…”
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Natural products from myxobacteria: novel metabolites and bioactivities by Herrmann, J, Fayad, A Abou, Müller, R

“…Covering: 2011-July 2016Myxobacteria are a rich source for structurally diverse secondary metabolites with intriguing biological activities. Here we report on…”
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SchNetPack: A Deep Learning Toolbox For Atomistic Systems by Schütt, K. T, Kessel, P, Gastegger, M, Nicoli, K. A, Tkatchenko, A, Müller, K.-R

“…SchNetPack is a toolbox for the development and application of deep neural networks that predict potential energy surfaces and other quantum-chemical…”
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Single Site Cobalt Substitution in 2D Molybdenum Carbide (MXene) Enhances Catalytic Activity in the Hydrogen Evolution Reaction by Kuznetsov, Denis A, Chen, Zixuan, Kumar, Priyank V, Tsoukalou, Athanasia, Kierzkowska, Agnieszka, Abdala, Paula M, Safonova, Olga V, Fedorov, Alexey, Müller, Christoph R

“…Two-dimensional (2D) carbides, nitrides, and carbonitrides known as MXenes are emerging materials with a wealth of useful applications. However, the range of…”
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Quantum-chemical insights from deep tensor neural networks by Schütt, Kristof T., Arbabzadah, Farhad, Chmiela, Stefan, Müller, Klaus R., Tkatchenko, Alexandre

“…Learning from data has led to paradigm shifts in a multitude of disciplines, including web, text and image search, speech recognition, as well as…”
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Kinematics and extent of the Piemont–Liguria Basin – implications for subduction processes in the Alps by Le Breton, Eline, Brune, Sascha, Ustaszewski, Kamil, Zahirovic, Sabin, Seton, Maria, Müller, R. Dietmar

“…Assessing the size of a former ocean of which only remnants are found in mountain belts is challenging but crucial to understanding subduction and exhumation…”
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Improving global paleogeography since the late Paleozoic using paleobiology by Cao, Wenchao, Zahirovic, Sabin, Flament, Nicolas, Williams, Simon, Golonka, Jan, Müller, R. Dietmar

“…Paleogeographic reconstructions are important to understand Earth's tectonic evolution, past eustatic and regional sea level change, paleoclimate and ocean…”
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NFAT, immunity and cancer: a transcription factor comes of age by Müller, Martin R, Rao, Anjana

“…Key Points Nuclear factor of activated T cells (NFAT) transcription factors are activated by cell surface receptors that are coupled to Ca 2+ mobilization,…”
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Ancestral SARS-CoV-2-specific T cells cross-recognize the Omicron variant by Gao, Yu, Cai, Curtis, Grifoni, Alba, Müller, Thomas R., Niessl, Julia, Olofsson, Anna, Humbert, Marion, Hansson, Lotta, Österborg, Anders, Bergman, Peter, Chen, Puran, Olsson, Annika, Sandberg, Johan K., Weiskopf, Daniela, Price, David A., Ljunggren, Hans-Gustaf, Karlsson, Annika C., Sette, Alessandro, Aleman, Soo, Buggert, Marcus

“…The emergence of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) Omicron (B.1.1.529) variant of concern (VOC) has destabilized global efforts…”
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The Cretaceous and Cenozoic tectonic evolution of Southeast Asia by Zahirovic, S, Seton, M, Müller, R. D

“…Tectonic reconstructions of Southeast Asia have given rise to numerous controversies that include the accretionary history of Sundaland and the enigmatic…”
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CO2 Capture at Medium to High Temperature Using Solid Oxide-Based Sorbents: Fundamental Aspects, Mechanistic Insights, and Recent Advances by Dunstan, Matthew T, Donat, Felix, Bork, Alexander H, Grey, Clare P, Müller, Christoph R

“…Carbon dioxide capture and mitigation form a key part of the technological response to combat climate change and reduce CO2 emissions. Solid materials capable…”
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Blind Pilot Decontamination by Muller, Ralf R., Cottatellucci, Laura, Vehkapera, Mikko

“…A subspace projection to improve channel estimation in massive multi-antenna systems is proposed and analyzed. Together with power-controlled hand-off, it can…”
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Oblique rifting: the rule, not the exception by Brune, Sascha, Williams, Simon E, Muller, R. Dietmar

“…Movements of tectonic plates often induce oblique deformation at divergent plate boundaries. This is in striking contrast with traditional conceptual models of…”
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Tailoring Lattice Oxygen Binding in Ruthenium Pyrochlores to Enhance Oxygen Evolution Activity by Kuznetsov, Denis A, Naeem, Muhammad A, Kumar, Priyank V, Abdala, Paula M, Fedorov, Alexey, Müller, Christoph R

“…Ruthenium pyrochlores, that is, oxides of composition A2Ru2O7−δ, have emerged recently as state-of-the-art catalysts for the oxygen evolution reaction (OER) in…”
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Long-term Phanerozoic sea level change from solid Earth processes by Young, Alexander, Flament, Nicolas, Williams, Simon E., Merdith, Andrew, Cao, Xianzhi, Müller, R. Dietmar

“…•We assess Phanerozoic sea level change by coupling tectonic reconstructions with mantle flow.•New holistic method to model sea level change driven by solid…”
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A discussion of fracture mechanisms in heterogeneous materials by means of configurational forces in a phase field fracture model by Kuhn, C., Müller, R.

“…Composite materials are designed in order to combine the favorable properties of their components. For technical applications of these materials the…”
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Ridge subduction sparked reorganization of the Pacific plate‐mantle system 60–50 million years ago by Seton, Maria, Flament, Nicolas, Whittaker, Joanne, Müller, R. Dietmar, Gurnis, Michael, Bower, Dan J.

“…A reorganization centered on the Pacific plate occurred ~53–47 million years ago. A “top‐down” plate tectonic mechanism, complete subduction of the Izanagi…”
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