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Automated model discovery for human brain using constitutive artificial neural networks
The brain is our softest and most vulnerable organ, and understanding its physics is a
challenging but significant task. Throughout the past decade, numerous competing models …
challenging but significant task. Throughout the past decade, numerous competing models …
Ai-enabled efficient and safe food supply chain
This paper provides a review of an emerging field in the food processing sector, referring to
efficient and safe food supply chains,'from farm to fork', as enabled by Artificial Intelligence …
efficient and safe food supply chains,'from farm to fork', as enabled by Artificial Intelligence …
On automated model discovery and a universal material subroutine for hyperelastic materials
Constitutive modeling is the cornerstone of computational and structural mechanics. In a
finite element analysis, the constitutive model is encoded in the material subroutine, a …
finite element analysis, the constitutive model is encoded in the material subroutine, a …
Using deep learning to predict plant growth and yield in greenhouse environments
Effective plant growth and yield prediction is an essential task for greenhouse growers and
for agriculture in general. Develo** models which can effectively model growth and yield …
for agriculture in general. Develo** models which can effectively model growth and yield …
A knowledge-and-data-driven modeling approach for simulating plant growth: A case study on tomato growth
This paper proposes a novel knowledge-and-data-driven modeling (KDDM) approach for
simulating plant growth that consists of two submodels. One submodel is derived from all …
simulating plant growth that consists of two submodels. One submodel is derived from all …
[HTML][HTML] Detection of arrhythmia using weightage-based supervised learning system for COVID-19
COVID-19 disease has became a global pandemic in the last few years. This disease was
highly contagious, and it quickly spread throughout several countries. Its infection can lead …
highly contagious, and it quickly spread throughout several countries. Its infection can lead …
Agents of exploration and discovery
P Langley - Ai Magazine, 2022 - ojs.aaai.org
Autonomous agents have many applications in familiar situations, but they also have great
potential to help us understand novel settings. In this paper, I propose a new challenge for …
potential to help us understand novel settings. In this paper, I propose a new challenge for …
Yield Estimation of Wheat Using Cropland Masks from European Common Agrarian Policy: Comparing the Performance of EVI2, NDVI, and MTCI in Spanish NUTS-2 …
Monitoring wheat yield and production is essential for ensuring global food security. Remote
sensing can be used to achieve it due to its ability to provide global, comprehensive …
sensing can be used to achieve it due to its ability to provide global, comprehensive …
Integrated Systems for Computational Scientific Discovery
P Langley - Proceedings of the AAAI Conference on Artificial …, 2024 - ojs.aaai.org
This paper poses the challenge of develo** and evaluating integrated systems for
computational scientific discovery. We note some distinguishing characteristics of discovery …
computational scientific discovery. We note some distinguishing characteristics of discovery …
The influence of parameter fitting methods on model structure selection in automated modeling of aquatic ecosystems
Modeling dynamical systems involves two subtasks: structure identification and parameter
estimation. ProBMoT is a tool for automated modeling of dynamical systems that addresses …
estimation. ProBMoT is a tool for automated modeling of dynamical systems that addresses …