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- Ladataan...Hydrogen-argon power cycle for next-generation zero-emission energy transitionCheng, Qiang; Kapp, Joakim; Grahn, Viljam; Ahmad, Zeeshan; Hyvönen, Jari; Vuorinen, Ville; Wehrfritz, Armin; Kaario, Ossi (Elsevier)
Hydrogen is widely regarded as a cornerstone energy carrier for achieving net-zero emissions; however, its combustion in conventional air-based engines inevitably leads to nitrogen oxide formation due to high-temperature reactions between oxygen and nitrogen. The hydrogen-argon power cycle (H2-APC) replaces nitrogen with argon as the working fluid to fundamentally decouple combustion from both carbon and nitrogen chemistry. This carbon- and nitrogen-free combustion concept enables intrinsically zero emission, while simultaneously enhancing thermal efficiency owing to argon's high specific heat ratio and inert thermophysical properties. This review provides a comprehensive and critical assessment of the current state of H2-APC research, including thermodynamic cycle analysis, combustion kinetics, mixing dynamics, flame stabilization, and abnormal combustion phenomena. Both numerical modelling and experimental demonstrations are systematically reviewed. The analysis highlights key advantages of H2-APC operation, including elevated efficiency limits, extended ultra-lean combustion regimes, and suppressed pollutant formation. At the same time, the review identifies major technical and system-level challenges, notably improved abnormal combustion, argon supply and recycling, cost and infrastructure constraints. To address the challenges, mitigation strategies such as water injection, pre-chamber and advanced ignition concepts, and closed-loop argon recycling architectures are critically discussed. Finally, the review outlines future research priorities, including high-fidelity optical diagnostics, validated kinetic and turbulence-chemistry interaction models, and integrated techno-economic and life-cycle assessments. Overall, the H2-APC represents a transformative pathway for sustainable power generation and propulsion, positioning zero-emission internal combustion engines as a viable complement to renewable and electrified energy systems.
- Ladataan...AI representing personas representing user groups: Applying the agency theory to examine interaction challenges of conversational personas as decision-making toolsSalminen, Joni; Jung, Soon-Gyo; Kaate, Ilkka; Xuan; Trang Thi Thu; Azem, Jinan Y.; Aldous, Kholoud Khalil; Amin, Danial; Jansen, Bernard J. (Elsevier BV)The proliferation of artificial intelligence (AI) technologies has led to the rise of conversational decision-making support systems, such as dialogue persona systems that provide conversational access to various user segments. For example, product managers can ask personas about features before implementing them, politicians can learn about the needs of local communities through personas, and so on. Nascent research has looked at challenges when users interact with AI personas, but has not framed it as a principal–agent problem, in which the AI represents a persona that itself represents real people in the data. This setting exposes unique interaction challenges that decision makers face when engaging with AI-generated conversational personas, which we examine through a user study with 56 participants using AI-generated conversational personas. Our results indicate seven interaction challenges: (1) Hidden Information, (2) Hidden Personas, (3) Hidden UI, (4) Lack of AI Agency, (5) AI’s Selective Attention, (6) Confusing Distributional Information, and (7) Conversational Cold Start that we conceptually link with agency theory. We discuss how the interaction challenges could be alleviated and suggest directions for future work.
- Ladataan...Challenges in Simultaneous Microstructuring and Hyperdoping of Germanium with Ultrafast LaserGnatyuk, Dmytro; Hamed, Sara; Ebrahimzadeh, Masoud; Liu, Hanchen; Vahanissi, Ville; Laukkanen, Pekka; Savin, Hele; Liu, Xiaolong (Wiley)
Germanium's compatibility with Complementary Metal-Oxide-Semiconductor (CMOS) and strong near-infrared response make it an attractive platform for infrared photonics, but its intrinsic material properties hinder straightforward extension of absorption beyond the band edge. In this perspective, we synthesize recent and new experiments and analyses on femtosecond-laser approaches that attempt to combine surface microstructuring and hyperdoping of Ge in a single step. We argue that, unlike silicon, Ge's high optical absorption at visible/green wavelengths, shallow energy deposition, lower melting point, and reduced thermal conductivity favor intense localized heating, evaporation, and redeposition-conditions that both produce high baseline sub-bandgap absorption from damage and prevent effective incorporation of thin-film dopant precursors. In a case example, Ti shows only trace incorporation from qualitative measurements. We discuss why laser-induced structural disorder, rather than stable deep dopant incorporation, dominates the optical response, and we outline practical pathways forward: exploring longer wavelengths or gas-phase chemistries, applying separate in situ heating, or decoupling texturing from heavy doping.
- Ladataan...Reconstructing graphs with subgraph compositionsDailly, Antoine; Lehtilä, Tuomo (Elsevier BV)We generalize the problem of reconstructing strings from their substring compositions first introduced by Acharya et al. in 2015 motivated by polymer-based advanced data storage systems utilizing mass spectrometry. Namely, we see strings as labeled path graphs, and as such try to reconstruct labeled graphs. For a given integer t, the subgraph compositions contain either vectors of labels for each connected subgraph of order t (t-multiset-compositions) or the sum of all labels of all connected subgraphs of order t (t-sum-composition). We ask whether, given a graph with a known structure and an oracle that can be queried for compositions, one can reconstruct the labeling of the graph. If it is possible, then the graph is reconstructible; otherwise, it is confusable, and two labeled graphs with the same compositions are called equicomposable. We prove that reconstructing through a brute-force algorithm is wildly inefficient, before giving methods for reconstructing several graph classes using as few compositions as possible. We also give negative results, finding the smallest confusable graphs and trees, as well as families with a large number of equicomposable non-isomorphic graphs. An interesting result occurs when twinning one leaf of a path: some paths are confusable, creating a twin out of a leaf sees the graph alternating between reconstructible and confusable depending on the parity of the path, and creating a false twin out of a leaf makes the graph reconstructible using only sum-compositions in all cases.
- Ladataan...Experiences of absorption and smooth performance during flow are linked to different aspects of creative thinkingKoivisto, Mika (Elsevier BV)Flow, an experience of deep immersion and smooth, effortless performance, is frequently linked to creativity. However, its specific relationship with the core cognitive mechanisms of creative ideation remains unclear. This study (n = 400) investigated how the smooth and immersive dimensions of flow relate to divergent thinking, measured using the Alternate Uses Task (AUT), and how they relate to the spontaneous flow of associations, assessed with the Forward Flow task. State flow was measured in relation to experiences during the AUT, in which participants were required to invent creative uses for common objects. The AUT elicited a partial flow state in which the smooth dimension, in particular, was not fully realized. Smooth performance was associated with increased idea productivity but decreased creativity, especially when responding required inhibition of conventional associations to semantically rich probes. Conversely, immersion was positively associated with creativity and semantic distance, suggesting that deep attentional engagement may facilitate access to remote associations and promote creative ideation. The spontaneous flow of associations (FF) predicted originality and creativity in the AUT independently of flow. The results suggest that the state experienced during the generation of creative uses can be considered a partial flow, or microflow, that does not meet all the requirements of full flow, and that the relative intensity of the smooth and immersive components is associated with a trade-off between the quantity and quality of the outputs.