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Quantitative interpretation explains machine learning models for chemical reaction prediction and uncovers bias
Abstract: Organic synthesis remains a major challenge in drug discovery. Although a plethora of machine learning models have been proposed as solutions in the literature, they suffer from being opaque black-boxes. It is neither...
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Role of the deubiquitylating enzyme DmUsp5 in coupling ubiquitin equilibrium to development and apoptosis in Drosophila melanogaster.
Protein ubiquitylation is a dynamic process that affects the function and stability of proteins and controls essential cellular processes ranging from cell proliferation to cell death. This process is regulated through the...
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Developmental and tissue specific changes of ubiquitin forms in Drosophila melanogaster.
In most Eukaryotes, ubiquitin either exists as free monoubiquitin or as a molecule that is covalently linked to other proteins. These two forms cycle between each other and due to the concerted antagonistic activity of...
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Quantitative interpretation explains machine learning models for chemical reaction prediction and uncovers bias.
Organic synthesis remains a major challenge in drug discovery. Although a plethora of machine learning models have been proposed as solutions in the literature, they suffer from being opaque black-boxes. It is neither clear if...
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The second law of black hole mechanics in effective field theory
Abstract We investigate the second law of black hole mechanics in gravitational theories with higher derivative terms in the action. Wall has described a...
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Challenges of the Fourth Industrial Revolution in HRM
As a result of the changes caused by Industry 4.0 and Industry 5.0, unknown or less prominent challenges will be the focus of the operation of organizations and will essentially transform current human resource management (HRM)...
Study of Ti contacts to corundum α -Ga 2 O 3
Abstract: We present a study of the electrical, structural and chemical properties of Ti contacts on atomic layer deposited α-Ga2O3 film. Ti forms an ohmic contact with α-Ga2O3. The contact performance is highly dependent on the...
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Study of Ti contacts to corundum α -Ga 2 O 3
Abstract: We present a study of the electrical, structural and chemical properties of Ti contacts on atomic layer deposited α-Ga2O3 film. Ti forms an ohmic contact with α-Ga2O3. The contact performance is highly dependent on the...
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Ti Alloyed α-Ga2O3
The suitability of Ti as a band gap modifier for α-Ga2O3 was investigated, taking advantage of the isostructural α phases and high band gap difference between Ti2O3 and Ga2O3. Films of (Ti,Ga)2O3 were synthesized by atomic layer...
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Ni/Au contacts to corundum α-Ga<inf>2</inf>O<inf>3</inf>
Abstract The structural, chemical and electrical properties of Ni/Au contacts to the atomic layer deposited...
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Ti Alloyed α -Ga 2 O 3
The suitability of Ti as a band gap modifier for α-Ga2O3 was investigated, taking advantage of the isostructural α phases and high band gap difference between Ti2O3 and Ga2O3. Films of (Ti,Ga)2O3 were synthesized by atomic layer...
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The impact of trench defects in InGaN/GaN light emitting diodes and implications for the "green gap" problem
The impact of trench defects in blue InGaN/GaN light emitting diodes (LEDs) has been investigated. Two mechanisms responsible for the structural degradation of the multiple quantum well (MQW) active region were identified. It...
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The impact of trench defects in InGaN/GaN light emitting diodes and implications for the "green gap" problem
The impact of trench defects in blue InGaN/GaN light emitting diodes (LEDs) has been investigated. Two mechanisms responsible for the structural degradation of the multiple quantum well (MQW) active region were identified. It...
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Visualizing Magnetic Structure in 3D Nanoscale Ni-Fe Gyroid Networks.
Arrays of interacting 2D nanomagnets display unprecedented electromagnetic properties via collective effects, demonstrated in artificial spin ices and magnonic crystals. Progress toward 3D magnetic metamaterials is hampered by...
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