Multi-Fidelity Gradient-Based Optimization for High-Dimensional Aeroelastic Configurations
The simultaneous optimization of aircraft shape and internal structural size for transonic flight is excessively costly. The analysis of the governing physics is expensive, in particular for highly flexible aircraft, and the search for optima using ...
Andrew S. Thelen +3 more
doaj +1 more source
Multidisciplinary design optimization framework for the pre design stage [PDF]
Presented is a novel framework for performing flexible computational design studies at preliminary design stage. It incorporates a workflow management device (WMD) and a number of advanced numerical treatments, including multi-objective optimization ...
Balachandran, Libish Kalathil +11 more
core +1 more source
Optimization Approaches for Battery Pack Layout and Integration: A Review of Methods, Tools, and Research Gaps [PDF]
Electric vehicle (EV) battery packs strongly influence vehicle performance, safety, cost, and energy efficiency. This paper presents a structured review of optimization approaches for EV battery-pack design, focusing on four interacting domains ...
Sharifi Mohammad Shariati, Persson Johan
doaj +1 more source
Displays bar graphs showing outcome rates stratified by clinical and hemodynamic variables. Asterisks (*) denote statistically significant differences (p ≤ 0.05). “NS” indicates non‐significant comparisons. Percentages are shown above each bar. The top panel corresponds to acute kidney injury (blue bars), and the bottom panel corresponds to acute ...
Tess Calcagno +23 more
wiley +1 more source
ABSTRACT Physics‐based design optimization workflows thread the needle between computational cost limitations and simulation complexity, often compromising between modeling detail and the range of operating design conditions. Multipoint aerostructural optimization of wind turbine rotors has so far been confined to low‐fidelity analyses or to high ...
Marco Mangano +5 more
wiley +1 more source
Multidisciplinary Design Optimization and Analysis of Hydrazine Monopropellant Propulsion System
Monopropellant propulsion systems are widely used especially for low cost attitude control or orbit correction (orbit maintenance). To optimize the total propulsion system, subsystems should be optimized.
Amirhossein Adami +4 more
doaj +1 more source
Structure‐ and Ligand‐Based Discovery of Novel 3‐Chymotrypsin‐Like Protease Nonpeptidomimetic Hits
A multistep virtual screening cascade, integrating shape‐based, ensemble docking, and quantitative structure–activity relationship (QSAR) models, was employed to screen 1.5 million compounds. This funnel identified a novel 3‐chymotrypsin‐like protease (3CLpro) inhibitor, LabMol‐499, which was experimentally validated using a Förster Resonance Energy ...
Sabrina Silva‐Mendonça +14 more
wiley +1 more source
A Universal MDO Framework Based on the Adaptive Discipline Surrogate Model
High time-consuming computation has become an obvious characteristic of the modern multidisciplinary design optimization (MDO) solving procedure. To reduce the computing cost and improve solving environment of the traditional MDO solution method, this ...
Hua Su, Chun-lin Gong, Liang-xian Gu
doaj +1 more source
From Natural Language to Executable Optimization Workflows: A Knowledge-Graph-Driven Framework for Multidisciplinary Optimization [PDF]
Early-stage engineering design requires balancing competing performance, cost, and feasibility criteria across interacting disciplinary models. However, deploying multidisciplinary optimization (MDO) frameworks remains difficult because translating high ...
Hakkak Aref Aghaee +2 more
doaj +1 more source
Identification of Missing Knowledge in MBSE System Models Using Graph‐Based Machine Learning
ABSTRACT The design and development of complex aerospace systems pose significant challenges due to their growing complexity. Iterative design processes, guided by formal specifications, strive to refine initially vague characteristics through multiple stages.
Esma Karagoz +2 more
wiley +1 more source

