New approaches to the architectural design, amenities, and function of macella: typologies, scale, and the Macellum Magnum by Hanson, JW

Learning to generalize to new tasks/domains with limited data by Peng, Danni

“…A recurrent neural network design is adopted for the meta-model generator to leverage its ability of capturing the sequential patterns. …”
Get full text

Behavioural modelling of crowds using DI-guy by Tan, Daniel Yi Wen.

“…In order to address this challenging task, an agent-based modelling methodology to populate crowd in order for each individual agent to have their own decision-making ability to simulate crowds in the real world was adopted. …”
Get full text

Finite element modelling of ultrasonic non-destructive testing by Pang, Sze Fei.

“…Engineering modelling softwares are a commonplace feature in many offices in the world today. …”
Get full text

Generalized neural closure models with interpretability by Gupta, Abhinav, Lermusiaux, Pierre F. J.

“…The non-Markovian terms allow accounting for inherently missing time delays needed to represent the real world. Our flexible modeling framework provides full autonomy for the design of the unknown closure terms such as using any linear-, shallow-, or deep-NN architectures, selecting the span of the input function libraries, and using either or both Markovian and non-Markovian closure terms, all in accord with prior knowledge. …”
Get full text

Manifold regularized stochastic block model by He, Tiantian, Bai, Lu, Ong, Yew-Soon

Get full text

Deep generative modeling for image synthesis and manipulation by Yu, Yingchen

“…With the rise of deep neural networks (DNNs), deep generative models have defined a new state-of-the-art in various image generation and manipulation tasks. …”
Get full text

Kansei evaluation and clustering in emotional design by Ng, Kassyn.

“…Many products launched in the market failed despite having excellent functionality because they failed to appeal to consumers through their design. Design speaks a thousand words to the consumers and every design conveys a different message. …”
Get full text

Domain specific methods for procedural modeling of historical architecture by Johannes Edelsbrunner

“…The basis for all the research forms a common programming language that is designed for procedural modeling.…”
Get full text
Get full text

Modelling cross-docking in a three-level supply chain with stochastic service and queuing system: MOWFA algorithm by Rostami, Parinaz, Avakh Darestani, Soroush, Movassaghi, Mitra

“…In today’s competitive world, it is essential to provide a new method through which maximum efficiency can be created in the production and supply cycle. …”
Get full text

System-level design of low-carbon structures by Fang, Demi L.

“…Key words: embodied carbon of structural systems, design decision-making, low-carbon structural design…”
Get full text
Get full text

Efficient circuit-designs using spintronic devices by Deb, Suman

“…We perform 100 trials of 10-fold training and testing of our neural networks on real-world data sets taken from the UCI machine learning repository. …”
Get full text
Get full text

Optimizing OOD Detection in Molecular Graphs: A Novel Approach with Diffusion Models by Shen, Xu, Wang, Yili, Zhou, Kaixiong, Pan, Shirui, Wang, Xin

Get full text

Large Language Objects: The Design of Physical AI and Generative Experiences by Coelho, Marcelo, Labrune, Jean-Baptiste

“…In this article, we describe a series of LLOs developed at the MIT Design Intelligence Lab (https://designintelligence.mit.edu/) that combine generative and discriminative models to reveal a host of new applications for AI, from new ways of experiencing music or creating and telling stories to new forms of play, communication, and creating physical forms. …”
Get full text

The triple, quadruple, and quintuple helix models: A bibliometric analysis and research agenda by Haziman, Zakaria, Muhammad Ashraf, Fauzi, Diyana, Kamarudin, Norazah, Mohd Suki, Mohd Ariff, Kasim

“…The helix model (triple, quadruple, and quintuple) research has grown drastically in the past decade as a practical approach for establishing new theories and spreading knowledge. …”
Get full text

Accelerating Practical Engineering Design Optimization with Computational Graph Transformations by Sharpe, Peter D.

“…This thesis identifies the root causes of this theory-to-practice gap and addresses them by introducing a new paradigm for computational design optimization frameworks called code transformations. …”
Get full text
Get full text

Furniture form innovation and human–machine comfort evaluation model based on genetic algorithm by Yifan, Bai, Kamarudin, Khairul Manami, Alli, Hassan

Get full text

3D game development cube-it : modular furniture and product design by Ng, Esther Xin Yi

“…While this report provides new ideas and prospects for the joining device, additional tests and verifications have to be done to ensure its actual effectiveness and practicality in the real world.…”
Get full text

Measurement of adsorption isotherms for storage and cooling applications by Kalra, Deepanshu

Get full text

Design and implementation of responsive registration and feedback system using unity3D by Liu, Hao

Get full text