The Laboratory for Applied and Industrial Mathematics (Lab AIM)&nbsp;was established in 2022 as a research unit of&nbsp; Institute for Computational Science and Artificial Intelligence, Van Lang University.&nbsp;Lab AIM&nbsp;focuses on the application of mathematical techniques and models to real-world problems in a variety of fields, including engineering, physics, biology, economics, and social sciences. The laboratory is typically composed of mathematicians and scientists who work together to apply mathematical techniques and tools to address practical problems and develop innovative solutions.

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Laboratory for Applied and Industrial Mathematics (Lab AIM)

<figure class="table" style="float:left;"><table style="background-color:hsl(0, 0%, 100%);border-color:hsl(0, 0%, 0%);border-style:dashed;"><tbody><tr><td style="border:2px solid hsl(0, 0%, 0%);padding:10px;vertical-align:top;" colspan="2">General Information</td></tr><tr><td style="border:2px solid hsl(0, 0%, 0%);padding:10px;vertical-align:top;">Field</td><td style="border:2px solid hsl(0, 0%, 0%);padding:10px;vertical-align:top;">Artificial Intelligence</td></tr><tr><td style="border:2px solid hsl(0, 0%, 0%);padding:10px;vertical-align:top;">Duration</td><td style="border:2px solid hsl(0, 0%, 0%);padding:10px;vertical-align:top;">06 months (01/12/2022-30/04/2023)</td></tr><tr><td style="border:2px solid hsl(0, 0%, 0%);padding:10px;vertical-align:top;">Keywords</td><td style="border:2px solid hsl(0, 0%, 0%);padding:10px;vertical-align:top;">Forecast&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; Rubber future prices</td></tr><tr><td style="border:2px solid hsl(0, 0%, 0%);padding:10px;vertical-align:top;">Objectives</td><td style="border:2px solid hsl(0, 0%, 0%);padding:10px;vertical-align:top;">To forecast the exact price of rubber future contracts on three international exchanges</td></tr><tr><td style="border:2px solid hsl(0, 0%, 0%);padding:10px;vertical-align:top;">Contents</td><td style="border:2px solid hsl(0, 0%, 0%);padding:10px;vertical-align:top;">A future contract is an agreement between a buyer and a seller for a transaction to take place in the future at a predetermined price. Currently, there are about 34 rubber futures tickers traded, with 10-12 rubber futures tickers traded on each exchange according to month-to-month expiration. Analyzing and forecasting the trends of these futures contracts can help businesses be more proactive in business planning, inventory management and product cost reduction through efficient operation. Fruit.</td></tr><tr><td style="border:2px solid hsl(0, 0%, 0%);padding:10px;vertical-align:top;">Expected Outputs</td><td style="border:2px solid hsl(0, 0%, 0%);padding:10px;vertical-align:top;">To propose 04 accurate price forecasting models for 34 futures contracts at 3 exchanges in 01 week, 01 month and 6 months, and to set up summary reports on pdf files based on forecast results.</td></tr><tr><td style="border:2px solid hsl(0, 0%, 0%);padding:10px;vertical-align:top;">Sponsored by</td><td style="border:2px solid hsl(0, 0%, 0%);padding:10px;vertical-align:top;">ORO Production Trading Co., Ltd</td></tr></tbody></table></figure>

Analyzing and forecasting rubber future prices at Shanghai (China), Osaka (Japan), Sicom (Singapore) exchanges

<figure class="table" style="float:left;"><table style="background-color:hsl(0, 0%, 100%);border-color:hsl(0, 0%, 0%);border-style:dashed;"><tbody><tr><td style="border:2px solid hsl(0, 0%, 0%);padding:10px;vertical-align:top;" colspan="2">General Information</td></tr><tr><td style="border:2px solid hsl(0, 0%, 0%);padding:10px;vertical-align:top;">Field</td><td style="border:2px solid hsl(0, 0%, 0%);padding:10px;vertical-align:top;">Computational Mechanics</td></tr><tr><td style="border:2px solid hsl(0, 0%, 0%);padding:10px;vertical-align:top;">Duration</td><td style="border:2px solid hsl(0, 0%, 0%);padding:10px;vertical-align:top;">24 months (from 12/2022 – 12/2024)</td></tr><tr><td style="border:2px solid hsl(0, 0%, 0%);padding:10px;vertical-align:top;">Keywords</td><td style="border:2px solid hsl(0, 0%, 0%);padding:10px;vertical-align:top;">advanced approaches &nbsp; &nbsp; &nbsp; &nbsp; plate/shell structures &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; &nbsp; composite materials</td></tr><tr><td style="border:2px solid hsl(0, 0%, 0%);padding:10px;">Bualuang ASEAN Chair Professor (PI)</td><td style="border:2px solid hsl(0, 0%, 0%);padding:10px;vertical-align:top;">Assoc.Prof. Nguyen Thoi Trung</td></tr><tr><td style="border:2px solid hsl(0, 0%, 0%);padding:10px;vertical-align:top;">Objectives</td><td style="border:2px solid hsl(0, 0%, 0%);padding:10px;vertical-align:top;">The purpose of this study is to develop advanced approaches for analysis, design optimization, damage diagnosis and vibration control of plate/shell structures using composite material</td></tr><tr><td style="border:2px solid hsl(0, 0%, 0%);padding:10px;vertical-align:top;">Contents</td><td style="border:2px solid hsl(0, 0%, 0%);padding:10px;vertical-align:top;">+ To develop numerical approaches for structural analysis in multiple physical environments (i.e, structures with new composites, intelligent materials, nonlinear response analysis, dynamic response analysis, structural response analysis in multi-physical interactive environments (foundation, heat, liquid, piezoelectric, magnetic, moisture, etc.).+ To develop optimization algorithms for solving structural optimization, multi-objective optimization problems for structures in multiple physical environments.+ To develop new effective hybrid methods (among damaged location diagnosis methods, reduced analysis models, and optimization algorithms) for diagnose the location and extent of damage of structures in multiple physical environments in conditions that limit the number of measurement sensors and noise measurement data.+ To develop new effective intelligent numerical approaches (using ANN, Deep Learning, etc) for intelligent computing of behavior analysis, optimization and damage diagnose of structures in multiple physical environments in conditions of big data, noise data, or limited experimental data.+ To conduct the experimental study on the strengthening reinforced concrete members (beams and columns) with FRP materials under flexural/shear/compression loading.+ To conduct the experimental study on the FRP-reinforced timber beams under flexural loading.+ To develop the finite element model using commercial software for predicting the behavior of strengthening reinforced concrete members with FRP materials.+ To conduct the experimental study on the mechanical study on the materials (i.e., steel, FRP, or concrete) after fire exposure</td></tr><tr><td style="border:2px solid hsl(0, 0%, 0%);padding:10px;vertical-align:top;">Expected Outputs</td><td style="border:2px solid hsl(0, 0%, 0%);padding:10px;vertical-align:top;">&nbsp;A final report to the Vice Rector for Research and Innovation of Thammasat University. The final report contains activities conducted with the university or faculty or office under the specified research project title and submit at least three research works which have been accepted for publication or which have been published in journals indexed in Scopus or ISI, specifying in the list of authors the Collaborator at Thammasat University or researcher’s affiliation as Thammasat University, among which at least one must be from a journal ranked in the top 25% (or Q1)</td></tr><tr><td style="border:2px solid hsl(0, 0%, 0%);padding:10px;vertical-align:top;">Sponsored by</td><td style="border:2px solid hsl(0, 0%, 0%);padding:10px;vertical-align:top;">&nbsp;Thammasat University</td></tr></tbody></table></figure>

Development of advanced approaches for analysis, design optimization, damage diagnosis and vibration control of plate/shell structures using composite materials

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Lab Toán ứng dụng và công nghiệp (Lab AIM)

Conduct topical research in the field of applied and industrial mathematics, to advance knowledge and develop new techniques and tools that can be applied to real-world problems. The laboratory aims to collaborate with industry, government, and academic partners to identify key challenges in various fields and develop innovative solutions that have a significant impact on society. The laboratory also aims to train and mentor the next generation of researchers and professionals, by providing a stimulating and collaborative research environment that fosters creativity, innovation, and excellence.

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To be a leading research group in the field of applied and industrial mathematics, with a strong reputation for developing innovative solutions to practical problems in various fields. The laboratory strives to become a hub for interdisciplinary research that combines mathematical techniques and tools with practical applications in engineering, physics, biology, economics, and social sciences.

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Assoc.Prof. Nguyen Thoi Trung, Ph.D.

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Nguyen Trang Thao, Ph.D.

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Ngo Van Hoa, Ph.D. Candidate

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Ms. Nguyen Quynh Suong

Mr. Tran Nam Hung

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Lab AIM conducts research in a variety of areas, including mathematical modeling, optimization, numerical analysis, data analysis, and simulation. The laboratory also develops and implements software tools to facilitate the application of mathematical techniques to real-world problems.&nbsp;Overall,&nbsp;Lab AIM&nbsp;plays an important role in bridging the gap between theoretical mathematics and real-world problems, by applying mathematical models, algorithms, and software tools to address practical challenges in various fields.

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Laboratory for Applied and Industrial Mathematics (Lab AIM)

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Simulation

Artificial Intelligence

Mathematical modeling

Optimization

Numerical analysis

Data analysis

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Mathematical modeling

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Numerical analysis

Data analysis

Simulation

Artificial Intelligence

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Ms. Nguyen Quynh Suong

Mr. Tran Nam Hung

Assoc.Prof. Nguyen Thoi Trung, Ph.D.

Nguyen Trang Thao, Ph.D.

Ngo Van Hoa, Ph.D. Candidate

Ms. Nguyen Quynh Suong

Mr. Tran Nam Hung

Assoc.Prof. Nguyen Thoi Trung, Ph.D.

Nguyen Trang Thao, Ph.D.

Ngo Van Hoa, Ph.D. Candidate

Ms. Nguyen Quynh Suong

Mr. Tran Nam Hung