Sophia Zhang

ORCID: 0009-0008-0649-2268
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About
Contact & Profiles
Research Areas
  • Cloud Computing and Resource Management
  • IoT and Edge/Fog Computing
  • Computational Drug Discovery Methods
  • Bioinformatics and Genomic Networks
  • Protein Degradation and Inhibitors
  • Complex Network Analysis Techniques
  • Magnetism in coordination complexes
  • Innovations in Medical Education
  • Metal-Organic Frameworks: Synthesis and Applications
  • Blockchain Technology Applications and Security
  • Global Health Workforce Issues
  • Software-Defined Networks and 5G
  • Cultural Competency in Health Care
  • Complexity and Algorithms in Graphs
  • Advanced NMR Techniques and Applications
  • Machine Learning and Algorithms
  • Green IT and Sustainability

Cornell University
2021-2025

Washington University in St. Louis
2023

ShanghaiTech University
2023

New York State College of Agriculture & Life Sciences
2021-2022

Oregon State University
2018

Abstract Two genes are synthetic lethal if mutations in both result impaired cell viability, while mutation of either gene does not affect the survival. The potential usage lethality (SL) anticancer therapeutics has attracted many researchers to identify pairs. To include newly identified SLs and more related knowledge, we present a new version SynLethDB database facilitate discovery clinically relevant SLs. We extended first significantly by including through Clustered Regularly Interspaced...

10.1093/database/baac030 article EN cc-by-nc Database 2022-01-01

OBJECTIVES While there has been increasing awareness of the importance social determinants health (SDOH) learning for internal medicine residents and physicians, only a few residency programs have incorporated training into their curricula. For those who did, curricula were often didactic lacked action-driven components or community partnership. Therefore, we built an experiential SDOH curriculum with element emphasis on partnerships in newly established program rural New York. METHODS Over...

10.1177/23821205241312756 article EN cc-by-nc Journal of Medical Education and Curricular Development 2025-01-01

FogMQ is a message brokering and device cloning service in fog edge computing. Excessive tail end-to-end latency occurs with conventional brokers when massive number of geographically distributed devices communicate through broker. Latency broker-less messaging highly dependent on computational resources devices. Deviceto-device does not necessarily ensure low cannot scale well for large resourcelimited For each device, provides high capacity that subscribes to messages. The clones...

10.1109/jiot.2018.2817392 article EN IEEE Internet of Things Journal 2018-03-20

To characterize the structure and dynamics of metal–-organic frameworks (MOFs) in-depth at molecular level, it is necessary to pursue high-resolution solid-state magic angle spinning (MAS) nuclear magnetic resonance (NMR) spectroscopy. Spectral resolution usually affected by quality materials various experimental conditions, which (MA) accuracy a crucial determinant. The current industrial criteria for MA calibration based on common standard KBr were found insufficient in guaranteeing...

10.1016/j.mrl.2023.02.002 article EN cc-by-nc-nd Magnetic Resonance Letters 2023-03-20

In a rapidly modernizing world, cloud computing has emerged as an innovative and ground-breaking technology. It is sector that experiencing rapid growth, accelerated by the COVID-19 pandemic remote work environment. Many businesses have started to make transition from traditional storage systems cloud. However, can be opaque result in excessive amount of spending on resources. Additionally, these resources are often underutilized, further contributing waste. This paper seeks address this...

10.47611/jsr.v11i4.1775 article EN Journal of Student Research 2023-03-09

Cloud computing has grown at an unprecedented rate in recent years, which leads to two new significant challenges. First, cloud expenditure is increasing rapidly and reducing become the top priority of enterprises relying on services. Second, consumes amounts energy generates massive carbon emissions. This paper presents a comprehensive study reduce cost emissions computing. Through analyzing over 2.6 million real-world Azure virtual machines (VMs) intensity data provided by WattTime, it...

10.1109/ipccc59175.2023.10253871 article EN 2023-10-18

Abstract Two genes are synthetic lethal if mutations in both result impaired cell viability, while mutation of either gene does not affect the survival. The potential usage lethality (SL) anticancer therapeutics has attracted many researchers to identify pairs. To include newly identified SLs and more related knowledge, we present a new version SynLethDB database facilitate discovery clinically relevant SLs. We extended first significantly by including through CRISPR screening, knowledge...

10.1101/2021.12.28.474346 preprint EN cc-by-nc-nd bioRxiv (Cold Spring Harbor Laboratory) 2021-12-28
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