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    A Subspace-Inclusive Sampling Method for the Computational Design of Compositionally Graded Alloys 

    Source: Journal of Mechanical Design:;2022:;volume( 144 ):;issue: 004:;page 41704-1
    Author(s): Allen, Marshall; Kirk, Tanner; Malak, Richard; Arroyave, Raymundo
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Compositionally graded alloys, a subclass of functionally graded materials (FGMs), utilize localized variations in composition with a single metal part to achieve higher performance than traditional single material parts. ...
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    Computational Design of Compositionally Graded Alloys for Property Monotonicity 

    Source: Journal of Mechanical Design:;2020:;volume( 143 ):;issue: 003:;page 031704-1
    Author(s): Kirk, Tanner; Malak, Richard; Arroyave, Raymundo
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Functionally graded materials (FGMs) exhibit spatial gradients in properties that can be exploited to satisfy multiple conflicting performance objectives in the same part. Compositionally graded alloys are a subclass of ...
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    Asynchronous Multi-Information Source Bayesian Optimization 

    Source: Journal of Mechanical Design:;2024:;volume( 146 ):;issue: 010:;page 101708-1
    Author(s): Khatamsaz, Danial; Arroyave, Raymundo; Allaire, Douglas L.
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Resource management in engineering design seeks to optimally allocate while maximizing the performance metrics of the final design. Bayesian optimization (BO) is an efficient design framework that judiciously allocates ...
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    A Constraint Satisfaction Algorithm for the Generalized Inverse Phase Stability Problem 

    Source: Journal of Mechanical Design:;2017:;volume( 139 ):;issue: 001:;page 11401
    Author(s): Galvan, Edgar; Malak, Richard J.; Gibbons, Sean; Arroyave, Raymundo
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Researchers have used the (calculation of phase diagram) CALPHAD method to solve the forward phase stability problem of mapping from specific thermodynamic conditions (material composition, temperature, pressure, etc.) to ...
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    Computational Design of Gradient Paths in Additively Manufactured Functionally Graded Materials 

    Source: Journal of Mechanical Design:;2018:;volume( 140 ):;issue: 011:;page 111410
    Author(s): Kirk, Tanner; Galvan, Edgar; Malak, Richard; Arroyave, Raymundo
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Additive manufacturing (AM) has enabled the creation of a near infinite set of functionally graded materials (FGMs). One limitation on the manufacturability and usefulness of these materials is the presence of undesirable ...
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    Bayesian Calibration of Multiple Coupled Simulation Models for Metal Additive Manufacturing: A Bayesian Network Approach 

    Source: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg:;2021:;volume( 008 ):;issue: 001:;page 11111-1
    Author(s): Ye, Jiahui; Mahmoudi, Mohamad; Karayagiz, Kubra; Johnson, Luke; Seede, Raiyan; Karaman, Ibrahim; Arroyave, Raymundo; Elwany, Alaa
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Modeling and simulation for additive manufacturing (AM) are critical enablers for understanding process physics, conducting process planning and optimization, and streamlining qualification and certification. It is often ...
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    Multi-Information Source Fusion and Optimization to Realize ICME: Application to Dual-Phase Materials 

    Source: Journal of Mechanical Design:;2018:;volume( 140 ):;issue: 011:;page 111409
    Author(s): Ghoreishi, Seyede Fatemeh; Molkeri, Abhilash; Srivastava, Ankit; Arroyave, Raymundo; Allaire, Douglas
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Integrated Computational Materials Engineering (ICME) calls for the integration of computational tools into the materials and parts development cycle, while the Materials Genome Initiative (MGI) calls for the acceleration ...
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    Uncertainty Propagation Analysis of Computational Models in Laser Powder Bed Fusion Additive Manufacturing Using Polynomial Chaos Expansions 

    Source: Journal of Manufacturing Science and Engineering:;2018:;volume( 140 ):;issue: 012:;page 121006
    Author(s): Tapia, Gustavo; King, Wayne; Johnson, Luke; Arroyave, Raymundo; Karaman, Ibrahim; Elwany, Alaa
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Computational models for simulating physical phenomena during laser-based powder bed fusion additive manufacturing (L-PBF AM) processes are essential for enhancing our understanding of these phenomena, enable process ...
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    Special Issue: Design of Engineered Materials and Structures 

    Source: Journal of Mechanical Design:;2018:;volume( 140 ):;issue: 011:;page 110301
    Author(s): Arroyave, Raymundo; Guest, James; Seepersad, Carolyn Conner; Tovar, Andres; Wang, Yan
    Publisher: The American Society of Mechanical Engineers (ASME)
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    Interdisciplinary Research on Designing Engineering Material Systems: Results From a National Science Foundation Workshop 

    Source: Journal of Mechanical Design:;2018:;volume( 140 ):;issue: 011:;page 110801
    Author(s): Arroyave, Raymundo; Shields, Samantha; Chang, Chi-Ning; Fowler, Debra; Malak, Richard; Allaire, Douglas
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: We present the results from a workshop on interdisciplinary research on design of engineering material systems, sponsored by the National Science Foundation. The workshop was prompted by the need to foster a culture of ...
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