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Metal AM simulation after the first wave

Between 2016 and 2020, a lot of organizations evaluated commercially available AM simulation tools. They took a handful of metal AM parts (usually coupons, demo brackets, simple manifolds) lined up a few software options, and asked a reasonable question, can you predict distortion?
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What spending reveals about downstream consumer demand for manufactured goods

For manufacturers supplying consumer-facing markets, understanding demand conditions has become increasingly important in an environment shaped by cautious spending, rising costs and intense competition.