Opportunities for machine learning to accelerate halide-perovskite commercialization and scale-up by Kumar, Rishi E., Tiihonen, Armi, Sun, Shijing, Fenning, David P., Liu, Zhe, Buonassisi, Tonio

“…In this perspective, we review practical challenges hindering the commercialization of halide perovskites, and discuss how machine-learning (ML) tools could help: (1) active-learning algorithms that blend institutional knowledge and human expertise could help stabilize and rapidly update baseline manufacturing processes; (2) ML-powered metrology, including computer imaging, could help narrow the performance gap between large- and small-area devices; and (3) inference methods could help accelerate root-cause analysis by reconciling multiple data streams and simulations, focusing research effort on areas with highest probability for improvement. …”
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Measurement of buried undercut structures in microfluidic devices by laser fluorescent confocal microscopy by Li, Shiguang, Liu, Jing, Nguyen, Nam-Trung, Fang, Zhong Ping, Yoon, Soon Fatt

“…Measuring buried, undercut microstructures is a challenging task in metrology. These structures are usually characterized by measuring their cross sections after physically cutting the samples. …”
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HST.583 Functional Magnetic Resonance Imaging: Data Acquisition and Analysis, Fall 2002 by Gollub, Randy L., Bird, Stephanie J., Brown, E. N. (Emery N.), Fischl, Bruce, Kanwisher, Nancy, Kennedy, David N. (David Nelson), 1962-, Manoach, Dara, Melcher, Jennifer R., Moore, Christopher, Wald, Lawrence, Dale, Anders, Schmitt, F. (Franz), 1953-, Greve, Doug, Hoge, Rick, Jovicich, Jorge, Mandeville, Joe, Rosen, Bruce Robert, Savage, Cary, Savoy, Robert, Sorensen, A. Gregory, Tuch, David Solomon, 1973-, Vanduffel, Wim, Vangel, Mark Geoffrey, Bush, George

“…Probability, linear algebra, differential equations, and introductory or college-level subjects in neurobiology, physiology, and physics is required.…”
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Digital wavefront recording, reconstruction and 3D display by Qian, Kemao

“…The importance of the project is from the fact that phase of optical wavefronts are more important in precision metrology, though we sense the amplitude of optical wavefronts every day. …”
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White light single-shot interferometry with colour CCD camera for optical inspection of microsystems by Upputuri, Paul Kumar, Pramanik, Manojit, Nandigana, Krishna Mohan, Prasad, Mahendra

“…White light interferometry is a well-established optical tool for surface metrology of reflective samples. In this work, we discuss a single-shot white light interferometer based on single-chip color CCD camera and Hilbert transformation. …”
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Dynamic characterization of MEMS diaphragm using time averaged in-line digital holography by Miao, Jianmin, Singh, Vijay Raj, Wang, Zhihong, Hegde, Gopalkrishna M., Anand, Asundi

“…A simple and robust tool for dynamic optical metrology of MEMS devices and micro-objects using time averaged in-line digital holography is thus proposed.…”
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HST.583 Functional Magnetic Resonance Imaging: Data Acquisition and Analysis, Fall 2004 by Gollub, Randy L., Savoy, Robert, Wald, Lawrence, Banzett, Robert B., Dickerson, Bradford C, Melcher, Jennifer R., Kennedy, David N. (David Nelson), 1962-, Tuch, David Solomon, 1973-, Jovicich, Jorge, Greve, Doug, Mandeville, Joe, Vangel, Mark Geoffrey, Hoge, Rick, Blood, Anne, Hadjikhani, Nouchine, Moore, Christopher, Salat, David, Sigalovsky, Irina S., 1972-, Stufflebeam, Steven M, Zalesky, Martin

“…Probability, linear algebra, differential equations, and introductory or college-level subjects in neurobiology, physiology, and physics is required.…”
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Giant photonic spin Hall effect empowered by polarization-dependent quasibound states in the continuum in compound grating waveguide structures by Wu, Feng, Liu, Tingting, Long, Yang, Xiao, Shuyuan, Chen, Gengyan

“…The photonic spin Hall effect (PSHE) plays an important role in both fundamental science and precision metrology. In this paper, we theoretically propose a polarization-dependent bound state in the continuum (BIC) in a compound grating waveguide structure based on the selectable guided resonance at near-infrared wavelengths. …”
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Review of mid-infrared mode-locked laser sources in the 2.0 μ m–3.5 μ m spectral region by Ma, Jie, Qin, Zhipeng, Xie, Guoqiang, Qian, Liejia, Tang, Dingyuan

“…These achievements open new opportunities for applications in areas such as molecular spectroscopy, frequency metrology, material processing, and medical diagnostics and treatment. …”
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An atomtronic experimental setup for engineering quantised circulations by Gan, Koon Siang

“…The dynamics of these simulated systems are useful for quantum metrology, magnetic sensing, rotational sensing and even to simulate black holes. …”
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A comprehensive review of dwell time optimization methods in computer-controlled optical surfacing by Wang, Tianyi, Ke, Xiaolong, Huang, Lei, Cui, Qingqing, Zhang, Zili, Wang, Chunjin, Kang, Hyukmo, Pullen, Weslin, Choi, Heejoo, Kim, Daewook, Negi, Vipender, Kemao, Qian, Zhu, Yi, Giorgio, Stefano, Boccabella, Philip, Bouet, Nathalie, Austin, Corey, Idir, Mourad

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Engineering quantum control with optical transitions induced by twisted light fields by Zanon-Willette, Thomas, Impens, François, Arimondo, Ennio, Wilkowski, David, Taichenachev, Aleksei V., Yudin, Valeriy I.

“…Engineering light-matter interaction by optical vortices merged with composite pulses will ultimately benefit experimental atomic and molecular platforms targeting an optimal coherent control of quantum states, reliant quantum simulation, novel approaches to atomic interferometry, and precision tests of fundamental theories in physics and high-accuracy optical metrology.…”
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Metasomatism of the continental crust and its impact on surface uplift: insights from reactive‐transport modelling by Worthington, JR, Chin, EJ, Palin, RM

“…Here, we develop a series of petrological models that describe the petrological and topographic effects of fluid–rock interaction in non-deforming continental crust of varying composition. …”

Employment of a high throughput functional assay to define the critical factors that influence vaccine induced cross-variant neutralizing antibodies for SARS-CoV-2 by Gu, Yue, Shunmuganathan, Bhuvaneshwari, Qian, Xinlei, Gupta, Rashi, Tan, Rebecca S. W., Kozma, Mary, Purushotorman, Kiren, Murali, Tanusya M., Tan, Nikki Y. J., Preiser, Peter Rainer, Lescar, Julien, Nasir, Haziq, Somani, Jyoti, Tambyah, Paul A., Smith, Kenneth G. C., Renia, Laurent, Ng, Lisa F. P., Lye, David C., Young, Barnaby E., MacAry, Paul A.

“…The scale and duration of neutralizing antibody responses targeting SARS-CoV-2 viral variants represents a critically important serological parameter that predicts protective immunity for COVID-19. …”
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A tymovirus from Calopogonium mucunoides in Malaysia is not clitoria yellow vein tymovirus: brief report by Gibbs, A.J., Mackenzie, A.M., Abdul-Samad, N.

“…A tymovirus isolated from Malaysian crops of Calopogonium mucunoides has been shown to have virions that are serologically indistinguishable from those of clitoria yellow vein tymovirus. …”

Characterization of Salmonella spp. isolated from patients below 3 years old with acute diarrhoea by Shobirin, M.H. Anis, Shuhaimi, M., Abu‐Bakar, F., Ali, A.M., Ariff, A., Nur‐Atiqah, N.A., Yazid, A.M.

“…The isolates were tested for their susceptibility to a range of antimicrobial agents, and typed by serological tests and randomly amplified polymorphic DNA (RAPD) fingerprinting. …”
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Anticholinergic burden and cognitive function in psychosis: a systematic review and meta-analysis by Mancini, V, Latreche, C, Fanshawe, J, Varvari, I, Chambrez-Zita, Z, McGinn, N, Ana, C, Pillinge, T, McGuire, PK, McCutcheon, RA

“…</p> <p><strong>Results:</strong> Of 1,337 citations retrieved, 40 met inclusion criteria, comprising 25 anticholinergic burden studies (4,620 patients), six serological anticholinergic activity studies (382 patients), and nine tapering studies (186 patients). …”

Progressive encephalomyelitis with rigidity: a Taiwanese case and review of literature by Chang, A, Lin, K-Y, Chuang, K-J, Waters, P, Irani, SR, Mgbachi, V, Yeh, H-L, Lien, L-M, Chiu, H-C, Chen, W-H

“…However, the outcome is still variable with different serological and tumor associations, and the elements to good response with less relapse is yet to be elucidated. …”

Autoimmune encephalitis by Irani, SR

“…In turn, these clinical features in combination with serologic findings and selective paraclinical testing, direct the rationale for the administration of immunotherapies. …”

Psychotropic taxonomies: constructing a therapeutic framework for psychiatry by McCutcheon, RA, Cowen, P, Nour, MM, Pillinger, T

“…Finally, we consider how data-driven methods might address the issue of classification at an intermediate level, based around transdiagnostic neurobiological and psychopathological markers.</p>…”