Zixin Jiang
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View article: Occupancy behavior-informed PV–battery sizing for resilient and sufficient buildings under climate-related disruptions
Occupancy behavior-informed PV–battery sizing for resilient and sufficient buildings under climate-related disruptions Open
View article: Establishment of a dual droplet digital PCR method for detecting the Brucella abortus A19-ΔVirB12 strains
Establishment of a dual droplet digital PCR method for detecting the Brucella abortus A19-ΔVirB12 strains Open
Brucellosis is a zoonosis that occurs worldwide, and vaccination is the main strategy for controlling it. In China, the Brucella abortus A19-ΔVirB12 strain is utilized in main vaccines. However, a high-sensitivity nucleic acid detection me…
View article: Establishment and application of a TaqMan-based quantitative PCR assay for simultaneous detection of bovine Brucella spp. and Mycobacterium spp.
Establishment and application of a TaqMan-based quantitative PCR assay for simultaneous detection of bovine Brucella spp. and Mycobacterium spp. Open
Brucellosis and tuberculosis are two zoonotic, chronic infectious diseases caused by bacteria of the genus Brucella and Mycobacterium , respectively, which pose significant hazards to both animal husbandry and human health. Currently, mixe…
View article: Physics-informed modularized neural network for advanced building control by deep reinforcement learning
Physics-informed modularized neural network for advanced building control by deep reinforcement learning Open
Physics-informed machine learning (PIML) provides a promising solution for building energy modeling and can be used as a virtual environment to enable reinforcement learning (RL) agents to interact and learn. However, how to integrate phys…
View article: Energy flexibility at multi-building scales: A review of the dominant factors and their uncertainties
Energy flexibility at multi-building scales: A review of the dominant factors and their uncertainties Open
View article: Physics-Informed Modularized Neural Networks for Building Dynamic Modeling: A Smart Buildings Hackathon Case Study
Physics-Informed Modularized Neural Networks for Building Dynamic Modeling: A Smart Buildings Hackathon Case Study Open
View article: Physics-informed machine learning for building performance simulation-A review of a nascent field
Physics-informed machine learning for building performance simulation-A review of a nascent field Open
Building performance simulation (BPS) is critical for understanding building dynamics and behavior, analyzing the performance of the built environment, optimizing energy efficiency, improving demand flexibility, and enhancing building resi…
View article: Ex Ante Nuclear Safety: Financial Assurance Mechanisms for Nuclear Damage
Ex Ante Nuclear Safety: Financial Assurance Mechanisms for Nuclear Damage Open
Nuclear energy, as a high-risk clean energy source, is exposed to the risk of nuclear damage during its utilization. Nuclear damage has wide-ranging impacts and persists over time, necessitating a financial assurance mechanism. This paper …
View article: EVCharging-GPT: Predicting Electric Vehicle User Charging Behavior Using Large Language Models
EVCharging-GPT: Predicting Electric Vehicle User Charging Behavior Using Large Language Models Open
View article: A Collection of 85 Datasets of Buildings and Building Clusters Performing Demand Response – Common Exercise IEA EBC Annex 82
A Collection of 85 Datasets of Buildings and Building Clusters Performing Demand Response – Common Exercise IEA EBC Annex 82 Open
This open-access dataset contains 85 simulation datasets of buildings and clusters of buildings performing demand response. These datasets have been generated within the framework of a common exercise of the IEA EBC Annex 82 project: Energ…
View article: DPF2 reads histone lactylation to drive transcription and tumorigenesis
DPF2 reads histone lactylation to drive transcription and tumorigenesis Open
Lysine lactylation (Kla) is a new type of histone mark implicated in the regulation of various functional processes such as transcription. However, how this histone mark acts in cancers remains unexplored due in part to a lack of knowledge…
View article: Meet the authors: Zixin Jiang and Bing Dong
Meet the authors: Zixin Jiang and Bing Dong Open
View article: Modularized neural network incorporating physical priors for future building energy modeling
Modularized neural network incorporating physical priors for future building energy modeling Open
View article: ENL reads histone β-hydroxybutyrylation to modulate gene transcription
ENL reads histone β-hydroxybutyrylation to modulate gene transcription Open
Histone modifications are typically recognized by chromatin-binding protein modules (referred to as ‘readers’) to mediate fundamental processes such as transcription. Lysine β-hydroxybutyrylation (Kbhb) is a new type of histone mark that c…
View article: Hypoxia promotes histone H3K9 lactylation to enhance LAMC2 transcription in esophageal squamous cell carcinoma
Hypoxia promotes histone H3K9 lactylation to enhance LAMC2 transcription in esophageal squamous cell carcinoma Open
View article: Quantification of HVAC Energy Savings for Occupancy Sensing in Buildings Through an Innovative Testing Methodology (Final Scientific/Technical Report)
Quantification of HVAC Energy Savings for Occupancy Sensing in Buildings Through an Innovative Testing Methodology (Final Scientific/Technical Report) Open
This report summarizes the major research activities and deliverables of the ARPA-E SENSOR project at Texas A&M University Category D Team under the award number of DE-AR0001316. This project aims to investigate how much heating, ventilati…
View article: Large-scale data-driven predictive control of AHU and RTU systems for New York State in winter
Large-scale data-driven predictive control of AHU and RTU systems for New York State in winter Open
To meet the standards for reducing greenhouse gas (GHG) emissions, we need to create large-scale solutions for managing smart buildings. Using data-based models instead of physics-based models can make it easier to automatically create and…
View article: Occupancy-based model predictive control for residential building cluster with photovoltaic and battery systems
Occupancy-based model predictive control for residential building cluster with photovoltaic and battery systems Open
The rapid development of renewable energy sources brings new challenges for power systems operation, referring to stability and reliability due to its' neutrally intermittent and stochasticity. And improving energy flexibility is crucial f…
View article: OCCUPIED: Long-term field experiment results from an occupant-centric control in an office building
OCCUPIED: Long-term field experiment results from an occupant-centric control in an office building Open
View article: Ten questions concerning occupant-centric control and operations
Ten questions concerning occupant-centric control and operations Open
View article: PANDEMIC: Occupancy driven predictive ventilation control to minimize energy consumption and infection risk
PANDEMIC: Occupancy driven predictive ventilation control to minimize energy consumption and infection risk Open
View article: A Global Building Occupant Behavior Database
A Global Building Occupant Behavior Database Open
View article: Optimization of Warehouse Picking Based on TSP
Optimization of Warehouse Picking Based on TSP Open
Modern warehouse management has entered the era of information intelligence, which requires the establishment of a set of accurate, reasonable and efficient warehouse management methods, to improve the efficiency of workers. In this paper,…
View article: Optimized Design of Floor Plan and Components of Prefabricated Building with Energy-Cost Effect
Optimized Design of Floor Plan and Components of Prefabricated Building with Energy-Cost Effect Open
Optimizing building performance and economic benefits through feedback in building design is a hot topic in current academic research. However, few studies on prefabricated buildings have been undertaken in this field. Meanwhile, the metho…
View article: Transportation of Raw Materials, Recondite Question in Manufacturing Enterprise
Transportation of Raw Materials, Recondite Question in Manufacturing Enterprise Open
Based on the optimization theory, this paper studies the mathematical modeling problem related to the ordering and transportation of raw materials. The paper starts with reasonable assumptions, based on which the following factors are used…
View article: A Global Building Occupant Behavior Database
A Global Building Occupant Behavior Database Open
Datasets from ASHRAE Global Occupant Behavior Databasehttps://ashraeobdatabase.com/#/
View article: ASHRAE Global Occupant Behavior Database
ASHRAE Global Occupant Behavior Database Open
Datasets from ASHRAE Global Occupant Behavior Databasehttps://ashraeobdatabase.com/#/
View article: A Global Building Occupant Behavior Database
A Global Building Occupant Behavior Database Open
Datasets from ASHRAE Global Occupant Behavior Databasehttps://ashraeobdatabase.com/#/
View article: ASHRAE Global Occupant Behavior Database
ASHRAE Global Occupant Behavior Database Open
Datasets from ASHRAE Global Occupant Behavior Databasehttps://ashraeobdatabase.com/#/
View article: ASHRAE Global Occupant Behavior Database
ASHRAE Global Occupant Behavior Database Open
Datasets from ASHRAE Global Occupant Behavior Databasehttps://ashraeobdatabase.com/#/