Generalized neural closure models with interpretability by Gupta, Abhinav, Lermusiaux, Pierre F. J.

“…We augment existing/low-fidelity dynamical models directly in their partial differential equation (PDE) forms with both Markovian and non-Markovian neural network (NN) closure parameterizations. The melding of the existing models with NNs in the continuous spatiotemporal space followed by numerical discretization automatically allows for the desired generalizability. …”
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A critical appraisal of studies analyzing co-movement of international stock markets by Chen, Zhenxi, Kiviet, Jan F.

“…The devastating effects of the detected methodological defects are explained in mildly technical appendices and are also illustrated by simulations and empirical examples.…”
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Knowledge as property rights under the ratchet effect of innovation by Tan, Teck Yong

“…Innovations are generally underutilized ex post, and mildly successful innovations are not distinguished from failed innovation attempts.…”
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Allenamides as orthogonal handles for selective modification of cysteine in peptides and proteins by Abbas, Ata, Xing, Bengang, Loh, Teck-Peng

“…The combined simplicity and mildness of the process project allenamide as robust and versatile handles to target cysteines and has potential use in biological systems. …”
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Food insecurity and coping strategies index among low-income households in Klang Valley, Malaysia by Ahmad Azuddin, Ainatul Husna, Ramli, Nurul Nadia, Shamsudin, Mad Nasir, Buda, Mark

“…The findings of this study suggested that 11.36%, 43.21%, 38.75% and 6.68% of the respondents were using low, mildly, moderately and severely coping strategies, respectively. …”
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Adversarial Network Optimization under Bandit Feedback: Maximizing Utility in Non-Stationary Multi-Hop Networks by Dai, Yan, Huang, Longbo

“…We propose the UMO2 algorithm, which does not require any pre-decision knowledge or counterfactual feedback, ensures network stability, and also matches the utility maximization performance of any "mildly varying" reference policy up to a polynomially decaying gap. …”
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Facile oxidative recovery of manganese as electrochemically active MnO2 from spent lithium-ion battery bioleachate by Ranganathan, Deepika, Roy, Joseph Jegan, Cao, Bin, Srinivasan, Madhavi

“…Electrochemical evaluation studies of the bioleachate recovered MnO2 for aqueous zinc battery application revealed that bioleachate MnO2 demonstrated a comparable discharge capacity of 145 mAh/g in alkaline electrolyte as well as much superior cycling performance (81% retention of initial discharge capacity of 149 mAh/g) for up to 80 cycles in a mildly acidic ZnSO4-based electrolyte than commercial MnO2. …”
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Tsewang Norbu NGB by Cantwell, C, Mayer, R

“…In some cases, these two types of colophons are melded into one, and occasionally, we may find a colophon which contains other types of information. …”