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Aditya Iqbal Bagaskara

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Human-Centered Cut-to-Length Forestry Operations, Training, and Maintenance​ - Eye-Tracking Analysis of Cognitive Load, Situational Awareness, and Decision-Making

aalto university

Carlos Roberto Cueto Zumaya

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3D Scene Graphs for Enhanced Situational Awareness in Autonomous Systems

aalto university

Fasih Munir Malik

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Novel Multimodal Human-Machine Interface for Enabling Shared
Control in Machine fleet operation

aalto university

Jaakim Lastunen

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Novel energy-efficient hydraulic actuation for hybrid and electric non-road mobile machines

aalto university

Jie Yang

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The strategic use of AI in organizations: A configurational approach based on TOE framework

aalto university

Obbie Hadrian

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Designing the Path to Port Automation: Evidence-Based Frameworks for Transitioning Container Terminals

aalto university

Simo Käki

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Intelligent control to support sustainability and remaining useful life of off-road machinery

aalto university

Xinyi Sheng

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Enhancing Control Reliability in Reinforcement Learning

aalto university

Aleksandr Pochezhertsev

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Reinforced Composite-Based Structure for Lightweight Machinery​

aalto university

Diptanshu Mann

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Model-Based Systems Engineering Framework for Maximizing Farm Operational Efficiency with Agricultural Autonomy Metrics

aalto university

Flávio Henry Ferreira

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UAV-Enabled Cyber-Physical Systems in Intelligent Work Machines and Beyond 5G Applications​

aalto university

Jaakko Tuomisto

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Optimizing multi-robot behavior using Reinforcement learning

aalto university

Mahdi Nasiri Abarbekouh

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Physics-Informed Machine Learning

aalto university

Osama Tasneem

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Vision–Language–Action Models for Robotic Manipulation in Industrial Environments

aalto university

Tien Vuong Nguyen

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Data-driven Models for Simulating Dynamic Systems Using Deep Neural Networks

aalto university

Yihan Liu

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Port automation: Automated machine fleets (swarms)

aalto university

Alessandro Amici

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Multi-Robot Manipulation System For Sorting Multiple Insects Species

aalto university

Eelis Peltola

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Drivable area segmentation in harsh conditions

aalto university

Haben Gebreweld

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Breaking Through Barriers: A Framework for Intelligent Maintenance Adoption in Heavy Machinery

aalto university

Jalal Jahanpanah

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Integrated Active Thermal Management for Fast-Charging Lithium-Ion EV Batteries with Li-Plating Mitigation

aalto university

Mohammad Dastranj

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Model-Based Modular Control of Heavy-Duty Mobile Manipulator in Traversing Rough Terrains

aalto university

Robert Heikkilä

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Distributed Multi-Agent Pickup and Delivery for Networked Intelligent Work Machines

aalto university

Ulas Gunes

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Gaussian Splatting for Industrial 3D Scene Reconstruction and Digital Twinning

aalto university

Yuchen Hu

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Intelligent control schemes for dynamically changing environments

aalto university

Anna Hiltunen

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Digital servitization on B2B Platforms: A Cyber-Physical Perspective on Industrial Value Creation and Capture

aalto university

Fahimeh Aghaei

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6G Communication and Beyond for empowering Verticals including Mobile Machinery Applications

aalto university

Hoang Minh Pham

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Autonomous Bimanual Robotic Manipulation of ​ Elastic Linear Objects: Application to Outdoor Pruning

aalto university

Jianqiang Ding

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Learning for provably safe and robust robotic systems

aalto university

Muhammad Hamza

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Real-time simulation & multidisciplinary design of dynamic systems

aalto university

Samuli Hynninen

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Robotic Manipulation of Fluids and Granular Materials

aalto university

Xiangdian Emma Chen

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Rethinking Business Models at the Ecosystem Level towards Sustainable Goals: From Theorization to AI-enhanced Tool Development

aalto university
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