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Simulation On Flood Disaster In Urban Building Complex System Based On Lbm, Shen Zhang, Zewang Yang, Yifan Wang, Liang Sun, Ming Cheng, Fankai Meng, Ting Li Dec 2022

Simulation On Flood Disaster In Urban Building Complex System Based On Lbm, Shen Zhang, Zewang Yang, Yifan Wang, Liang Sun, Ming Cheng, Fankai Meng, Ting Li

Journal of System Simulation

Abstract: Because of the extreme climate change, the potential flood disaster risk in the southeast coastal areas of China can not be ignored. Based on lattice Boltzmann computational fluid dynamics method, a three-dimensional simulation study of waterlogging process in tsunami impact scenario is carried out for a coastal city building complex system, and the reliability and accuracy of the numerical simulation method for the flood impact test of an ideal building complex are verified. The results show that the buildings along rivers and coastlines have obvious cloaking effect, while the buildings inside the city are less affected by floods. The …


Research On Modeling And Simulation Technology Of Microwave Radar High Precision Tracking Loop, Jiaji Lou, Jing Ma, Xiaowei Li, Yue Zhao, Youbin Song Dec 2022

Research On Modeling And Simulation Technology Of Microwave Radar High Precision Tracking Loop, Jiaji Lou, Jing Ma, Xiaowei Li, Yue Zhao, Youbin Song

Journal of System Simulation

Abstract: Aiming at the key problem of high-precision tracking loop design of a measurement radar for the weak signal (low carrier to noise ratio signal) in dynamic environment, the design and optimization methods of carrier tracking loop and code tracking loop are focused on. A signal structure with a single carrier as a pilot is proposed, and the loop structure of the frequency-locked loop and the phase-locked loop working together is studied. The modeling and simulation on the two structures show that for the week signal tracking in a dynamic environment, the loop combination structure of the frequency-serial auxiliary …


Research On Parameter Construction Method Of Blue Army Equipment Model Based On A Deep Network, Boyuan Zhang, Guanghong Gong, Ze Wang, Ni Li Dec 2022

Research On Parameter Construction Method Of Blue Army Equipment Model Based On A Deep Network, Boyuan Zhang, Guanghong Gong, Ze Wang, Ni Li

Journal of System Simulation

Abstract: The modeling of blue army equipment is an indispensable part of adversarial simulation environment construction. Aiming at the limited available parameters of "information-poor" and "small sample" characteristics to the blue system, a deep network-based method is proposed to generate the parameters of blue army equipment model. By injecting the information into the simulation model of the blue army equipment, the simulation data is generated and trained in the deep neural network. The obtained network has a certain generalization ability to the unknown parameters prediction of the same type of equipment and can be used directly in prediction or be …


Multi-Robot Path Planning Based On Cbs Algorithm, Qiao Qiao, Yan Wang, Zhicheng Ji Dec 2022

Multi-Robot Path Planning Based On Cbs Algorithm, Qiao Qiao, Yan Wang, Zhicheng Ji

Journal of System Simulation

Abstract: Aiming at the long multi-robot planning path and long one-way search running time of conflict-based search(CBS) in the multi-agent path finding(MAPF), an improved CBS algorithm is proposed, which in a two-way A* focus search is used to optimize the search direction and search method. The suboptimal factorωis introduced into the underlying search function of the CBS algorithm to improve the efficiency of path search. The one-way search in the conflict search algorithm is optimized to a two-way A* search. The experimental results show that the path cost of the improved CBS algorithm is shortened …


Conquer And Prevail Issue 128 December 21 2022, Wofford College. Office Of Marketing And Communications Dec 2022

Conquer And Prevail Issue 128 December 21 2022, Wofford College. Office Of Marketing And Communications

Conquer and Prevail Newsletter

No abstract provided.


Research On Complex Combat Network Dynamic Evolution Based On Information Entropy, Lianyi Zhang, Xisheng Shen, Duzheng Qing, Han Zhang, Min Zhou, Xifu Wang Dec 2022

Research On Complex Combat Network Dynamic Evolution Based On Information Entropy, Lianyi Zhang, Xisheng Shen, Duzheng Qing, Han Zhang, Min Zhou, Xifu Wang

Journal of System Simulation

Abstract: Network-centric warfare, distributed and decentralized command and control gradually replace separately the traditional platform-centric warfare and centralized command and control, and information has become a combat capability. Based on the new information weapon equipment system operation loop, a complex combat network model based on information entropy is constructed, and the combat capability measurement method is proposed. On the basis of the combat capability upgrade being the network driving force, the dynamic evolution rule of the complex combat network is designed and the preferential evolution and stochastic evolution models are constructed. According to a typical system combat example, the influence …


Inequality Among The Disadvantaged? Racial/Ethnic Disparities In Earnings Among Young Men And Women Without A College Education, Byeongdon Oh, Daniel Mackin Freeman, Dara Shifrer Dec 2022

Inequality Among The Disadvantaged? Racial/Ethnic Disparities In Earnings Among Young Men And Women Without A College Education, Byeongdon Oh, Daniel Mackin Freeman, Dara Shifrer

Sociology Faculty Publications and Presentations

Despite the rapid expansion of higher education, many young adults still enter the labor market without a college education. However, little research has focused on racial/ethnic earnings disadvantages faced by non-college-educated youth. We analyze the restricted-use data from the High School Longitudinal Study of 2009 to examine racial/ethnic earnings disparities among non-college-educated young men and women in their early 20s as of 2016, accounting for differences in premarket factors and occupation with an extensive set of controls. Results suggest striking earnings disadvantages for Black men relative to white, Latinx, and Asian men. Compared to white men, Latinx and Asian men …


From Protection To Prevention: The Case For Incorporating Anti-Sexual Harassment Provisions Into Nova Scotia’S Occupational Health And Safety Legislation, Sydney Hull Dec 2022

From Protection To Prevention: The Case For Incorporating Anti-Sexual Harassment Provisions Into Nova Scotia’S Occupational Health And Safety Legislation, Sydney Hull

Dalhousie Journal of Legal Studies

This paper asks if the law in Nova Scotia adequately reflects the accepted notion that every employee has the right to a workplace free from sexual harassment. Nova Scotia trails most other Canadian jurisdictions in its exclusion of psychological violence and mental health hazards from occupational health and safety legislation. This paper begins by canvassing current legal remedies available to victims of workplace sexual harassment. Concluding that current human rights, tort, and contact frameworks do not sufficiently protect employees, it argues that Nova Scotia’s Occupational Health and Safety Act must be amended to include sexual harassment and other forms of …


Gardner-Webb Officials Name New Dean Of The College Of Arts And Sciences, Office Of University Communications Dec 2022

Gardner-Webb Officials Name New Dean Of The College Of Arts And Sciences, Office Of University Communications

Gardner-Webb NewsCenter Archive

Officials at Gardner-Webb University have named Dr. Robert G. Prickett as the new dean of the College of Arts & Sciences. Prickett previously served as associate dean of the College of Arts & Sciences at Winthrop University in Rock Hill, S.C., a position he’s held for seven years. Prickett has worked at Winthrop in various administrative and teaching roles since 2010.


The Feminization Of Mexico City In The Late Twentieth Century: Polvo De Gallina Negra, Pola Weiss, And Lourdes Grobet, Alexis N. Corral Dec 2022

The Feminization Of Mexico City In The Late Twentieth Century: Polvo De Gallina Negra, Pola Weiss, And Lourdes Grobet, Alexis N. Corral

Theses and Dissertations

This thesis centers on select artworks in public intervention, photography and video as an exploration of female's relationship to Mexico City's social landscape and urban space during the late 1970s into the early 1990s. In three case studies, I explore historical urban planning, gender relations, and the effects of modernization.


Nikki S. Lee’S Self-Stereotyping And Refiguring Cultural Stereotypes, Somi Lee Dec 2022

Nikki S. Lee’S Self-Stereotyping And Refiguring Cultural Stereotypes, Somi Lee

Theses and Dissertations

This thesis examines a Korean Conceptual photographer, Nikki S. Lee’s performative photographs and film in the series of Projects (1998-2001) and Parts (2002-2005). Through a theoretical analysis of her self-representation in disguise, my research explores established Western stereotypes as well as the artist’s fluid identity in relation to other cultures.


An Epic (Fail): Humor, Play, And Politics In Chilean Contemporary Art From The Early 1980s, Paula Solimano Dec 2022

An Epic (Fail): Humor, Play, And Politics In Chilean Contemporary Art From The Early 1980s, Paula Solimano

Theses and Dissertations

This thesis foregrounds the methodology of humor and play employed by Chilean artists during the late 1970s and early 1980s. I argue that, through comic relief, collaborative practice, and melodrama, artists from different fields worked together in Santiago to reimagine the relationship between intellectuals and the public sphere and criticize the Pinochet regime.


The Negative Effects Of Arbitration Clauses In Meal Delivery Service Subscriptions, Amanda Pasternak Dec 2022

The Negative Effects Of Arbitration Clauses In Meal Delivery Service Subscriptions, Amanda Pasternak

Cardozo Journal of Conflict Resolution (CJCR) Blog

This past June, Daily Harvest, a vegan meal delivery service that sells soups, smoothies, and more recalled one of its products, French Lentil + Leek Crumbles, after hundreds of consumer reports of gastrointestinal illness, potential liver function issues, and other adverse reactions. According to the Food and Drug Administration (FDA), from April 28 to June 17, 2022, around 28,000 units of the recalled product were distributed to consumers throughout the United States via online sales, direct delivery, and retail sales. Samples were also given to a small number of consumers. Daily Harvest received around 470 reports of illness, which the …


Sis-Based Modeling And Simulation Analysis On Exercise Benefit Perception Transmission, Lei Wang, Jinhai Sun, Tuojian Li Dec 2022

Sis-Based Modeling And Simulation Analysis On Exercise Benefit Perception Transmission, Lei Wang, Jinhai Sun, Tuojian Li

Journal of System Simulation

Abstract: In order to distinguish the relationship between individual health behavior change and collective health behavior emergence, deal with the challenges of mathematical description of typical health information dissemination processes in social networks and social experiments, SIS(susceptible-infected-susceptible)model is introduced to simulate the dissemination process of classical health information exercise effect perception to meet the requirements of social system complexity, individual diversity and intelligence. To carry out numerical experiments on the propagation process of exercise effect perception to identify the phase change process of the collective health behavior emergence, agent-based modeling and simulation are utilized through NetLogo. Experimental results show …


A Qualitative Exploration Of The Use Of Service Dogs In Veterans With Post Traumatic Stress Disorder And Traumatic Brain Injury, Jennifer Shiroff, Kathy Gray, Gabrielle Santulli, Stephen Didonato, Jacqueline O'Rourke Fulford Dec 2022

A Qualitative Exploration Of The Use Of Service Dogs In Veterans With Post Traumatic Stress Disorder And Traumatic Brain Injury, Jennifer Shiroff, Kathy Gray, Gabrielle Santulli, Stephen Didonato, Jacqueline O'Rourke Fulford

College of Nursing Faculty Papers & Presentations

Objective

This qualitative research was conducted to add to the body of knowledge that supports the benefits of service dogs (SDs), as a tertiary treatment modality, to veterans with post‐traumatic stress disorder (PTSD) and/or traumatic brain injury (TBI).

Methods

This grounded theory research design utilized open‐ended, semi‐structured interviews with veterans (n = 10) who were using SDs as a treatment modality for PTSD and/or TBI. Transcripts were analyzed using NVivo qualitative software until data saturation was achieved.

Results

Results from the data analysis identified 4 major themes with concurrent subthemes. The most prominent themes were functional status, impact of …


Stories Of Social Justice: How The Art Of Storytelling In Tristan Strong Can Heal Racial Trauma In The Unites States, Shaye Lynn Champ-Correll Dec 2022

Stories Of Social Justice: How The Art Of Storytelling In Tristan Strong Can Heal Racial Trauma In The Unites States, Shaye Lynn Champ-Correll

English Theses, Dissertations, and Student Creative Activity

Storytelling is a vital part of the human experience. Stories can help heal trauma, help us all confront our monsters and inner demons, and can shape the way we understand ourselves and our place in the world. Kwame Mbalia’s Tristan Strong series are an example of the way stories can do all these things in themselves, and also address the ways stories do all of these things within Tristan Strong’s story. In the following thesis, I will examine the art and importance of storytelling, the ways in which stories can grow and change beyond their origins, and the ways in …


An Analytical Study On The Intervention Of The Legislature To The Constitutional Court In Indonesia Compared To Developed Countries, Mochammad Arief Agus, Andi Muhammad Irvan Alamsyah Dec 2022

An Analytical Study On The Intervention Of The Legislature To The Constitutional Court In Indonesia Compared To Developed Countries, Mochammad Arief Agus, Andi Muhammad Irvan Alamsyah

Indonesia Law Review

Practical improvements in the national institution context brought numerous changes regarding interactions between The Constitutional Court & The legislature including contemporary polemics. The check and balances framework is important to be noticed related to the Judge’s Independence. Aswanto’s recall as one of the Judges of the Indonesian Constitutional Court encourages us to elaborate more about the essence of independence. At the same time, checks and balances should stand out. What is the legal standing of any actions taken by the parliament to the constitutional court? How do developed countries practice the relationship between the legislature and the judiciary? The answer …


Low Voltage Ride-Through Modeling For Wind Turbines Based On Neural Odes, Qiping Lai, Tannan Xiao, Dongsheng Li, Chen Shen Dec 2022

Low Voltage Ride-Through Modeling For Wind Turbines Based On Neural Odes, Qiping Lai, Tannan Xiao, Dongsheng Li, Chen Shen

Journal of System Simulation

Abstract: Considering the difficulty of equivalent modeling of low voltage ride-through(LVRT) characteristics of a wind farm, a neural ordinary differential equation(ODE)-based wind farm LVRT modeling methodis proposed. The input of the model is the voltage and wind speed of each wind turbine at the grid connection point of wind farm, and the output is the current at the grid connection point. The model can better characterize the strong nonlinear switching process and describe LVRT characteristics of wind farms under different wind speed scenarios. A simulation example of a wind farm including three doubly-fed induction generators(DFIGs) is established on …


Fast Generation Method Of Multi-Sensing Channel Fusion Virtual Experiment, Jingwei Deng, Hanwu He, Yueming Wu, Jianhao Su Dec 2022

Fast Generation Method Of Multi-Sensing Channel Fusion Virtual Experiment, Jingwei Deng, Hanwu He, Yueming Wu, Jianhao Su

Journal of System Simulation

Abstract: Aiming at the low development efficiency and single experience in traditional virtual experiments, a rapid generation method of multi-sensing channel fusion virtual experiment visualization is proposed. The experimental steps and sequence of experimental steps of the virtual experiment are defined. A parameterized description method of experimental elements based on Petri net is proposed to describe the sequence of experimental steps, which breaks through the constraints the established procedure steps of traditional virtual experiments and supports the exploratory virtual experiments. The visual expression method of the routing graph and the conversion method between the routing graph and the Petri …


Research On Iterative Calculation And Optimization Methods Of Aero-Engine On-Board Model, Xinghua Luo, Jia Geng, Ming Li, Bei Liu, Lei Wang, Zhiping Song Dec 2022

Research On Iterative Calculation And Optimization Methods Of Aero-Engine On-Board Model, Xinghua Luo, Jia Geng, Ming Li, Bei Liu, Lei Wang, Zhiping Song

Journal of System Simulation

Abstract: Aeroengine is a complex and time-varying multivariable thermophysical system. The research on the convergence accuracy and rate of the component-level model is of great significance to the model-based engine health management, performance and fault-tolerant control. The existing engine component-level models are generally based on the traditional quasi-Newton method to solve the equilibrium equations simultaneously. Compared with the traditional Newton-Raphson method (N-R method), the convergence speed is optimized, but it is difficult to meet accuracy and real-time requirements of the dynamic model airborne applications within the full envelope. An adaptive variable step factor quasi-Newton method is proposed, which can reduce …


Reliability Parameter Optimization Complex System Simulation Based On R-Vikor Method, Zhiguang Wang, Baiting Liu, Xiaolei Wang, Tao Liu, Zhaowei Yang Dec 2022

Reliability Parameter Optimization Complex System Simulation Based On R-Vikor Method, Zhiguang Wang, Baiting Liu, Xiaolei Wang, Tao Liu, Zhaowei Yang

Journal of System Simulation

Abstract: The operation of complex simulation system is not isolated, and always affected by multiple external factors and its own performance. In simulation reliability calculation, parameters need to be chosen, and different performance indexes need to be taken into account when comparing with the reference model. The research is transformed into the multi-attribute decision. An system simulation trusted parameter optimization method based on R-VIKOR(resist rank reversal of visekriterijumska optimizacija | kompromisno resenje) is proposed. Multiple sets of aerodynamic parameters of the new model are obtained through model migration theory, and similarity calculation is carried out with the optimal parameters of …


Effect Of Diabetes-Associated Mutations In Kir 6.2/Sur1 On Katp Channel Activities, Yunpeng Li Dec 2022

Effect Of Diabetes-Associated Mutations In Kir 6.2/Sur1 On Katp Channel Activities, Yunpeng Li

McKelvey School of Engineering Graduate Student Theses & Dissertations

Maturity Onset Diabetes of the Young (MODY) is a type of diabetes, distinct from either type I or type II, that happens before age 25 (MedlinePlus, 2022). Unlike the other two more common forms of diabetes, MODY is classified as a series of monogenetic disorders (American Diabetes Association Professional Practice Committee, 2021), caused by autosomal mutations. MODY is typically characterized by insufficient secretion of insulin, a similar symptom to type I diabetes, classified into 14 different types based on mutations found on different genes. Among them, subtypes 12 and 13, also called neonatal diabetes mellitus (NDM), are caused by gain-of-function …


Simulation Research On Appearance Detection Of Ampoules Based On Lightweight Network And Model Compression, Zhihao Zhu, Yan Wang, Zhicheng Ji Dec 2022

Simulation Research On Appearance Detection Of Ampoules Based On Lightweight Network And Model Compression, Zhihao Zhu, Yan Wang, Zhicheng Ji

Journal of System Simulation

Abstract: Aiming at the large scale and redundant parameters of target detection network model, which result in the difficult to deploy the ampoule bottle appearance defect detection model to edge devices, an LC-Faster R-CNN defect detection algorithm based on lightweight network and model compression is proposed. MobileNet-V2 is used as the backbone, and the redundant channels in the convolutional network are trimmed by model pruning strategy. The floating-point parameters are quantized into integers through saturation truncation mapping. Knowledge distillation is used to restore the accuracy of the compressed network. Tested on the self-built ampoule appearance defect dataset, the model volume …


Long-Term Resilience Simulation On Low-Carbon Urban Grid Based On Evolutionary Game, Zhengda Cui, Weiqiang Yao, Qin Xu, Chen Fang, Ying Chen Dec 2022

Long-Term Resilience Simulation On Low-Carbon Urban Grid Based On Evolutionary Game, Zhengda Cui, Weiqiang Yao, Qin Xu, Chen Fang, Ying Chen

Journal of System Simulation

Abstract: Because of the more frequent extreme disasters, the resilience of urban grid becomes more important. In the background of carbon neutralization policy, the decarbonization transition of urban grid also affects the development of grid resilience. An evolutionary game is used to simulate the resilience evolution of low-carbon urban grid and the evolution model is constructed. The decision to install photovoltaic and energy storage system for residents and to upgrade the grid for resilience is considered in the model and the stability conditions of equilibriums of the evolutionary game are analyzed. The resilience evolution simulation model considering disaster stochasticity is …


Research On Low Computational Predictive Control Strategy Of Three-Level Four-Arm Apf, Guifeng Wang, Jinxing Guo Dec 2022

Research On Low Computational Predictive Control Strategy Of Three-Level Four-Arm Apf, Guifeng Wang, Jinxing Guo

Journal of System Simulation

Abstract: Four-arm active power filter(APF) is an ideal device to the power quality of three-phase four-wire distribution network. Owing to the sufficient number of base vectors, three-level four-arm APF has better current tracking performance, but the prediction calculation amount is too large when model predictive current control is applied. A model prediction voltage control strategy based on the idea of space stratification is proposed. Based on the deadbeat control idea and the discrete mathematical model in αβγ coordinate system, the expected reference voltage is predicted from the reference current, and the multiple current predictions are converted into the single voltage …


Research On Emotional Contagion And Intervention Strategy Of Indoor Evacuation Based On Risk Perception, Yang Zeng, Jinling Li, Haixiang Guo, Weiming Chen Dec 2022

Research On Emotional Contagion And Intervention Strategy Of Indoor Evacuation Based On Risk Perception, Yang Zeng, Jinling Li, Haixiang Guo, Weiming Chen

Journal of System Simulation

Abstract: Aiming at the panic emotion contagion in the indoor emergency evacuation with multi-exit and multi-obstacle, an emotional contagion model is constructed on personality traits, risk perception differences of age and gender, and consciousness regulation. The simulation is carried out by using AnyLogic, which combines individual emotions with evacuation speed to realize the real-time updating of emotional state and speed. That personnel intervention in the process of evacuation can effectively alleviate the spread of panic emotion, is verified and can provide the theoretical basis for panic contagion in the process of emergency evacuation. The results show that the degree of …


Creating And Sustaining Democratic Spaces In Education, Joanna Haynes, Judith Suissa Dec 2022

Creating And Sustaining Democratic Spaces In Education, Joanna Haynes, Judith Suissa

Plymouth Institute of Education

This article explores the context for the accompanying suite of papers on creating and sustaining democratic spaces in education. Prompted by the centenary of Summerhill, the internationally famous democratic school founded in Suffolk, England, in 1921, by A.S. Neill, this collection of papers explores and broadens out the central questions at the heart of experiments in democratic education. We suggest that, at a time of distrust in and questioning of the central institutions of democratic government, and in the wake of challenges to the mainstream system of state schooling, these questions are more relevant than ever. We argue that detailed …


The Role Of Dha In The Impact Of Trem2 On Microglia Activation And Alzheimer’S Disease, Michael A. Palmieri Iii Dec 2022

The Role Of Dha In The Impact Of Trem2 On Microglia Activation And Alzheimer’S Disease, Michael A. Palmieri Iii

Seton Hall University Dissertations and Theses (ETDs)

Alzheimer’s disease (AD) is a neurological disease that is associated with microglia activation. An important receptor involved in microglia activation is Triggering receptor expressed on myeloid cells 2 (TREM2). Recent studies suggest that docosahexaenoic acid (DHA) could reduce the neuroinflammation that is associated with microglia activation. We hypothesized that when DHA concentration was increased, TREM2 expression would decrease, microglia activity would be inhibited, and a resulting decrease in neuroinflammation would be observed. We examined peer-reviewed journal articles from 2017-2022 that investigated the relationship between TREM2 activation and severity of AD symptoms, the protective properties of DHA against AD, and the …


Knowing The Biosphere: Documentation, Specimens, Archives, And Names Reveal Environmental Change And Emerging Pathogens, Eric P. Hoberg, Valeria Trivellone, Joseph A. Cook, Jonathan L. Dunnum, Walter A. Boeger, Daniel R. Brooks, Salvatore J. Agosta, Jocelyn P. Colella Dec 2022

Knowing The Biosphere: Documentation, Specimens, Archives, And Names Reveal Environmental Change And Emerging Pathogens, Eric P. Hoberg, Valeria Trivellone, Joseph A. Cook, Jonathan L. Dunnum, Walter A. Boeger, Daniel R. Brooks, Salvatore J. Agosta, Jocelyn P. Colella

MANTER: Journal of Parasite Biodiversity

One Health programs and trajectories are now the apparent standard for exploring the occurrence and distribution of emerging pathogens and disease. By definition, One Health has been characterized as a broadly inclusive, collaborative, and transdisciplinary approach with connectivity across local to global scales, which integrates the medical and veterinary community to recognize health outcomes emerging at the environmental nexus for people, animals, plants, and their shared landscapes. One Health has been an incomplete model, conceptually and operationally, focused on reactive and response-based foundations, to limit the impact of emerging pathogens and emerging infectious diseases and, as such, lacks a powerful …


Machine Learning And Protein Allostery, Sian Xiao, Gennady M. Verkhivker, Peng Tao Dec 2022

Machine Learning And Protein Allostery, Sian Xiao, Gennady M. Verkhivker, Peng Tao

Mathematics, Physics, and Computer Science Faculty Articles and Research

The fundamental biological importance and complexity of allosterically regulated proteins stem from their central role in signal transduction and cellular processes. Recently, machine-learning approaches have been developed and actively deployed to facilitate theoretical and experimental studies of protein dynamics and allosteric mechanisms. In this review, we survey recent developments in applications of machine-learning methods for studies of allosteric mechanisms, prediction of allosteric effects and allostery-related physicochemical properties, and allosteric protein engineering. We also review the applications of machine-learning strategies for characterization of allosteric mechanisms and drug design targeting SARS-CoV-2. Continuous development and task-specific adaptation of machine-learning methods for protein allosteric …